人工智能(59) 大数据(8) 生物信息(5) 图形图像(88) 计算机理论(9) 高性能计算(28) 信息安全(42) 其他(1) 社会媒体(7) 软件(24)

人工智能(59)

Highly Cited in 202407 Hot Paper RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 88

Unsupervised feature selection via multiple graph fusion and feature weight learning
Tang, Chang; Zheng, Xiao; Zhang, Wei; Liu, Xinwang; Zhu, Xinzhong; Zhu, En
Sci China Inf Sci, 2023, 66(5): 152101
Keywords: unsupervised feature selection; graph fusion; feature weight learning; local structure preservation
Cite as: Tang C, Zheng X, Zhang W, et al. Unsupervised feature selection via multiple graph fusion and feature weight learning. Sci China Inf Sci, 2023, 66(5): 152101, doi: 10.1007/s11432-022-3579-1

REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 41

Toward the third generation artificial intelligence
Zhang, Bo; Zhu, Jun; Su, Hang
Sci China Inf Sci, 2023, 66(2): 121101
Keywords: artificial intelligence; symbolism; connectionism; dual-space model; single-space model; triple-space model
Cite as: Zhang B, Zhu J, Su H. Toward the third generation artificial intelligence. Sci China Inf Sci, 2023, 66(2): 121101, doi: 10.1007/s11432-021-3449-x

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 17

Communication-efficient federated continual learning for distributed learning system with Non-IID data
Zhang, Zhao; Zhang, Yong; Guo, Da; Zhao, Shuang; Zhu, Xiaolin
Sci China Inf Sci, 2023, 66(2): 122102
Keywords: distributed learning system; federated learning; continual learning; model compression; error compensation
Cite as: Zhang Z, Zhang Y, Guo D, et al. Communication-efficient federated continual learning for distributed learning system with Non-IID data. Sci China Inf Sci, 2023, 66(2): 122102, doi: 10.1007/s11432-020-3419-4

Highly Cited in 202407 REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 16

A survey on model-based reinforcement learning
Luo, Fan-Ming; Xu, Tian; Lai, Hang; Chen, Xiong-Hui; Zhang, Weinan; Yu, Yang
Sci China Inf Sci, 2024, 67(2): 121101
Keywords: reinforcement learning; model-based reinforcement learning; planning; model learning; model learning with reduced error; model usage
Cite as: Luo F-M, Xu T, Lai H, et al. A survey on model-based reinforcement learning. Sci China Inf Sci, 2024, 67(2): 121101, doi: 10.1007/s11432-022-3696-5

NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

PyCIL: a Python toolbox for class-incremental learning
Zhou, Da-Wei; Wang, Fu-Yun; Ye, Han-Jia; Zhan, De-Chuan
Sci China Inf Sci, 2023, 66(9): 197101
Keywords: class-incremental learning; lifelong learning; continual learning; Learnware; open environment; catastrophic forgetting; model reuse
Cite as: Zhou D-W, Wang F-Y, Ye H-J, et al. PyCIL: a Python toolbox for class-incremental learning. Sci China Inf Sci, 2023, 66(9): 197101, doi: 10.1007/s11432-022-3600-y

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

Deepwalk-aware graph convolutional networks
Jin, Taisong; Dai, Huaqiang; Cao, Liujuan; Zhang, Baochang; Huang, Feiyue; Gao, Yue; Ji, Rongrong
Sci China Inf Sci, 2022, 65(5): 152104
Keywords: graph; convolutional networks; global information; fusion; node classification
Cite as: Jin T S, Dai H Q, Cao L J, et al. Deepwalk-aware graph convolutional networks. Sci China Inf Sci, 2022, 65(5): 152104, doi: 10.1007/s11432-020-3318-5

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Learning from crowds with robust support vector machines
Yang, Wenjun; Li, Chaoqun; Jiang, Liangxiao
Sci China Inf Sci, 2023, 66(3): 132103
Keywords: vector machines crowdsourcing learning; ground truth inference; integrated labels; label noise; robust support
Cite as: Yang W J, Li C Q, Jiang L X. Learning from crowds with robust support vector machines. Sci China Inf Sci, 2023, 66(3): 132103, doi: 10.1007/s11432-020-3067-8

PERSPECTIVE Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Geometric deep learning: progress, applications and challenges
Cao, Wenming; Zheng, Canta; Yan, Zhiyue; Xie, Weixin
Sci China Inf Sci, 2022, 65(2): 126101
Keywords: geometric deep learning; manifold deep learning; cnn; graph convolutional neural networks; high-dimensional information
Cite as: Cao W M, Zheng C T, Yan Z Y, et al. Geometric deep learning: progress, applications and challenges. Sci China Inf Sci, 2022, 65(2): 126101, doi: 10.1007/s11432-020-3210-2

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Robust model selection for positive and unlabeled learning with constraints
Wei, Tong; Wang, Hai; Tu, Weiwei; Li, Yufeng
Sci China Inf Sci, 2022, 65(11): 212101
Keywords: positive and unlabeled learning; model selection; automated machine learning
Cite as: Wei T, Wang H, Tu W W, et al. Robust model selection for positive and unlabeled learning with constraints. Sci China Inf Sci, 2022, 65(11): 212101, doi: 10.1007/s11432-020-3167-1

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Robust cooperative multi-agent reinforcement learning via multi-view message certification
Yuan, Lei; Jiang, Tao; Li, Lihe; Chen, Feng; Zhang, Zongzhang; Yu, Yang
Sci China Inf Sci, 2024, 67(4): 142102
Keywords: multi-agent reinforcement learning; robust communication; adversarial training; multi-view learning; message certification
Cite as: Yuan L, Jiang T, Li L H, et al. Robust cooperative multi-agent reinforcement learning via multi-view message certification. Sci China Inf Sci, 2024, 67(4): 142102, doi: 10.1007/s11432-023-3853-y

Special Topic: Evolutionary Learning and Optimization
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification
Liang, Jing; Zhang, Yuyang; Chen, Ke; Qu, Boyang; Yu, Kunjie; Yue, Caitong; Suganthan, Ponnuthurai Nagaratnam
Sci China Inf Sci, 2024, 67(2): 120101
Keywords: evolutionary algorithms; feature selection; multiobjective optimization; knowledge transfer; classification
Cite as: Liang J, Zhang Y Y, Chen K, et al. An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification. Sci China Inf Sci, 2024, 67(2): 120101, doi: 10.1007/s11432-023-3864-6

Highly Cited in 202403 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Learnware: small models do big
Zhou, Zhi-Hua; Tan, Zhi-Hao
Sci China Inf Sci, 2024, 67(1): 112102
Keywords: artificial intelligence; machine learning; learnware
Cite as: Zhou Z-H, Tan Z-H. Learnware: small models do big. Sci China Inf Sci, 2024, 67(1): 112102, doi: 10.1007/s11432-023-3823-6

Special Topic: Evolutionary Learning and Optimization
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Enhancing SAEAs with unevaluated solutions: a case study of relation model for expensive optimization
Hao, Hao; Zhang, Xiaoqun; Zhou, Aimin
Sci China Inf Sci, 2024, 67(2): 120103
Keywords: expensive optimization; unevaluated solutions; relation model; surrogate-assisted evolutionary algorithm
Cite as: Hao H, Zhang X Q, Zhou A M. Enhancing SAEAs with unevaluated solutions: a case study of relation model for expensive optimization. Sci China Inf Sci, 2024, 67(2): 120103, doi: 10.1007/s11432-023-3909-x

Special Topic: Evolutionary Learning and Optimization
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Reducing idleness in financial cloud services via multi-objective evolutionary reinforcement learning based load balancer
Yang, Peng; Zhang, Laoming; Liu, Haifeng; Li, Guiying
Sci China Inf Sci, 2024, 67(2): 120102
Keywords: evolutionary reinforcement learning; evolutionary multi-objective optimization; load balance; cloud computing
Cite as: Yang P, Zhang L M, Liu H F, et al. Reducing idleness in financial cloud services via multi-objective evolutionary reinforcement learning based load balancer. Sci China Inf Sci, 2024, 67(2): 120102, doi: 10.1007/s11432-023-3895-3

NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

ZOOpt: a toolbox for derivative-free optimization
Liu, Yu-Ren; Hu, Yi-Qi; Qian, Hong; Qian, Chao; Yu, Yang
Sci China Inf Sci, 2022, 65(10): 207101
Keywords: Derivative-free optimization; Hyper-parameter optimization; Non-convex optimization; Distributed optimization; Software
Cite as: Liu Y-R, Hu Y-Q, Qian H, et al. ZOOpt: a toolbox for derivative-free optimization. Sci China Inf Sci, 2022, 65(10): 207101, doi: 10.1007/s11432-021-3416-y

LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

Knowledge transferred adaptive filter pruning for CNN compression and acceleration
Guo, Lihua; Chen, Dawu; Jia, Kui
Sci China Inf Sci, 2022, 65(12): 229101
Keywords: network compression; network acceleration; filter pruning; knowledge transferred learning; knowledge distillation
Cite as: Guo L H, Chen D W, Jia K. Knowledge transferred adaptive filter pruning for CNN compression and acceleration. Sci China Inf Sci, 2022, 65(12): 229101, doi: 10.1007/s11432-020-3162-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

Attribute augmented and weighted naive Bayes
Zhang, Huan; Jiang, Liangxiao; Li, Chaoqun
Sci China Inf Sci, 2022, 65(12): 222101
Keywords: naive Bayes; attribute augmentation; attribute weighting; attribute conditional independence; classification
Cite as: Zhang H, Jiang L X, Li C Q. Attribute augmented and weighted naive Bayes. Sci China Inf Sci, 2022, 65(12): 222101, doi: 10.1007/s11432-020-3277-0

NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

LAMDA-SSL: a comprehensive semi-supervised learning toolkit
Jia, Lin-Han; Guo, Lan-Zhe; Zhou, Zhi; Li, Yu-Feng
Sci China Inf Sci, 2024, 67(1): 117101
Keywords: semi-supervised learning; toolkit; Python; statistical learning; deep learning
Cite as: Jia L-H, Guo L-Z, Zhou Z, et al. LAMDA-SSL: a comprehensive semi-supervised learning toolkit. Sci China Inf Sci, 2024, 67(1): 117101, doi: 10.1007/s11432-022-3804-0

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Enhancing unsupervised domain adaptation by exploiting the conceptual consistency of multiple self-supervised tasks
Sun, Hui; Li, Ming
Sci China Inf Sci, 2023, 66(4): 142101
Keywords: deep learning; transfer learning; domain adaptation; domain shift; self-supervised
Cite as: Sun H, Li M. Enhancing unsupervised domain adaptation by exploiting the conceptual consistency of multiple self-supervised tasks. Sci China Inf Sci, 2023, 66(4): 142101, doi: 10.1007/s11432-021-3535-2

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Strongly adaptive online learning over partial intervals
Wan, Yuanyu; Tu, Wei-Wei; Zhang, Lijun
Sci China Inf Sci, 2022, 65(10): 202101
Keywords: online learning; strongly adaptive; changing environments; weighing method; regret bound
Cite as: Wan Y Y, Tu W-W, Zhang L J. Strongly adaptive online learning over partial intervals. Sci China Inf Sci, 2022, 65(10): 202101, doi: 10.1007/s11432-020-3273-9

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Incomplete multi-view clustering via local and global co-regularization
Liang, Jiye; Liu, Xiaolin; Bai, Liang; Cao, Fuyuan; Wang, Dianhui
Sci China Inf Sci, 2022, 65(5): 152105
Keywords: incompleteness; multi-view clustering; local clustering; global clustering; co-regularization
Cite as: Liang J Y, Liu X L, Bai L, et al. Incomplete multi-view clustering via local and global co-regularization. Sci China Inf Sci, 2022, 65(5): 152105, doi: 10.1007/s11432-020-3369-8

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

FNNWV: farthest-nearest neighbor-based weighted voting for class-imbalanced crowdsourcing
Zhang, Wenjun; Jiang, Liangxiao; Chen, Ziqi; Li, Chaoqun
Sci China Inf Sci, 2024, 67(10): 202102
Keywords: crowdsourcing; label integration; nearest neighbor; farthest neighbor; weighted voting
Cite as: Zhang W J, Jiang L X, Chen Z Q, et al. FNNWV: farthest-nearest neighbor-based weighted voting for class-imbalanced crowdsourcing. Sci China Inf Sci, 2024, 67(10): 202102, doi: 10.1007/s11432-023-3854-7

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Cy-CNN: cylinder convolution based rotation-invariant neural network for point cloud registration
Zhao, Hengwang; Liang, Zhidong; He, Yuesheng; Wang, Chunxiang; Yang, Ming
Sci China Inf Sci, 2023, 66(5): 152102
Keywords: deep learning; point cloud registration; rotation invariant; computer vision
Cite as: Zhao H W, Liang Z D, He Y S, et al. Cy-CNN: cylinder convolution based rotation-invariant neural network for point cloud registration. Sci China Inf Sci, 2023, 66(5): 152102, doi: 10.1007/s11432-021-3570-5

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

State space representation and phase analysis of gradient descent optimizers
Yao, Biyuan; Li, Guiqing; Wu, Wei
Sci China Inf Sci, 2023, 66(4): 142102
Keywords: optimizer; control model; phase trajectory; parameter adjustment; classification; dynamic performance
Cite as: Yao B Y, Li G Q, Wu W. State space representation and phase analysis of gradient descent optimizers. Sci China Inf Sci, 2023, 66(4): 142102, doi: 10.1007/s11432-022-3539-8

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Design of a prediction system based on the dynamical feed-forward neural network
Guo, Xiaoxiang; Han, Weimin; Ren, Jingli
Sci China Inf Sci, 2023, 66(1): 112102
Keywords: prediction system; phase space reconstruction; topological equivalence; dynamical feed-forward neural network; integer constrained particle swarm optimization algorithm
Cite as: Guo X X, Han W M, Ren J L. Design of a prediction system based on the dynamical feed-forward neural network. Sci China Inf Sci, 2023, 66(1): 112102, doi: 10.1007/s11432-020-3402-9

LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Example-guided stylized response generation in zero-shot setting
Bai, Guirong; He, Shizhu; Liu, Kang; Zhao, Jun
Sci China Inf Sci, 2022, 65(4): 149103
Keywords: example-guided; style; response generation; low-resource; zero-shot
Cite as: Bai G R, He S Z, Liu K, et al. Example-guided stylized response generation in zero-shot setting. Sci China Inf Sci, 2022, 65(4): 149103, doi: 10.1007/s11432-020-3212-x

Special Focus on Theory and Applications of Models of Computation
LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

On book thickness parameterized by the vertex cover number
Liu, Yunlong; Chen, Jie; Huang, Jingui
Sci China Inf Sci, 2022, 65(4): 140603
Keywords: book thickness; vertex cover number; linear order; 1-page embedding graph; kernel
Cite as: Liu Y L, Chen J, Huang J G. On book thickness parameterized by the vertex cover number. Sci China Inf Sci, 2022, 65(4): 140603, doi: 10.1007/s11432-021-3405-x

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

A novel graph oversampling framework for node classification in class-imbalanced graphs
Xia, Riting; Zhang, Chunxu; Zhang, Yan; Liu, Xueyan; Yang, Bo
Sci China Inf Sci, 2024, 67(6): 162101
Keywords: graph neural network; class-imbalanced graphs; sum-product network; oversampling; node classification
Cite as: Xia R T, Zhang C X, Zhang Y, et al. A novel graph oversampling framework for node classification in class-imbalanced graphs. Sci China Inf Sci, 2024, 67(6): 162101, doi: 10.1007/s11432-023-3897-2

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Understanding adversarial attacks on observations in deep reinforcement learning
You, Qiaoben; Ying, Chengyang; Zhou, Xinning; Su, Hang; Zhu, Jun; Zhang, Bo
Sci China Inf Sci, 2024, 67(5): 152104
Keywords: deep learning; reinforcement learning; adversarial robustness; adversarial attack
Cite as: Qiaoben Y, Ying C Y, Zhou X N, et al. Understanding adversarial attacks on observations in deep reinforcement learning. Sci China Inf Sci, 2024, 67(5): 152104, doi: 10.1007/s11432-021-3688-y

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

A variational hardcut EM algorithm for the mixtures of Gaussian processes
Li, Tao; Ma, Jinwen
Sci China Inf Sci, 2023, 66(3): 139103
Keywords: Gaussian processes; EM algorithm; variational inference; mixture model; nonparametric Bayesian
Cite as: Li T, Ma J W. A variational hardcut EM algorithm for the mixtures of Gaussian processes. Sci China Inf Sci, 2023, 66(3): 139103, doi: 10.1007/s11432-021-3477-3

LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Densely-connected neural networks for aspect term extraction
Chen, Chen; Wang, Houfeng; Zhu, Qingqing; Liu, Junfei
Sci China Inf Sci, 2022, 65(6): 169103
Keywords: aspect term extraction; recurrent neural network; self-attention; densely-connected network; double word embeddings; aspect-based sentiment analysis; deep learning; sequence labeling
Cite as: Chen C, Wang H F, Zhu Q Q, et al. Densely-connected neural networks for aspect term extraction. Sci China Inf Sci, 2022, 65(6): 169103, doi: 10.1007/s11432-019-2775-9

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Health care data analysis and visualization using interactive data exploration for sportsperson
Liu, Hao; Zhang, Yang; Lian, Ke; Zhang, Yifei; Sanjuan Martinez, Oscar; Gonzalez Crespo, Ruben
Sci China Inf Sci, 2022, 65(6): 162101
Keywords: artificial intelligence; health monitoring; data visualization; data analysis; athletics
Cite as: Liu H, Zhang Y, Lian K, et al. Health care data analysis and visualization using interactive data exploration for sportsperson. Sci China Inf Sci, 2022, 65(6): 162101, doi: 10.1007/s11432-021-3412-9

Special Focus on Theory and Applications of Models of Computation
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Regularized two-stage submodular maximization under streaming
Yang, Ruiqi; Xu, Dachuan; Guo, Longkun; Zhang, Dongmei
Sci China Inf Sci, 2022, 65(4): 140602
Keywords: submodular maximization; streaming model; two-stage; threshold technique; approximation algorithms
Cite as: Yang R Q, Xu D C, Guo L K, et al. Regularized two-stage submodular maximization under streaming. Sci China Inf Sci, 2022, 65(4): 140602, doi: 10.1007/s11432-020-3420-9

Special Focus on Theory and Applications of Models of Computation
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

An approximation algorithm for lower-bounded k-median with constant factor
Wu, Xiaoliang; Shi, Feng; Guo, Yutian; Zhang, Zhen; Huang, Junyu; Wang, Jianxin
Sci China Inf Sci, 2022, 65(4): 140601
Keywords: approximation algorithm; k-median; lower-bounded k-median
Cite as: Wu X L, Shi F, Guo Y T, et al. An approximation algorithm for lower-bounded k-median with constant factor. Sci China Inf Sci, 2022, 65(4): 140601, doi: 10.1007/s11432-021-3411-7

From CAS & CAE Members
POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

NeurDB: an AI-powered autonomous data system
Ooi, Beng Chin; Cai, Shaofeng; Chen, Gang; Shen, Yanyan; Tan, Kian-Lee; Wu, Yuncheng; Xiao, Xiaokui; Xing, Naili; Yue, Cong; Zeng, Lingze; Zhang, Meihui; Zhao, Zhanhao
Sci China Inf Sci, 2024, 67(10): 200901
Keywords: AI×DB; in-database AI; intelligent data system
Cite as: Ooi B C, Cai S F, Chen G, et al. NeurDB: an AI-powered autonomous data system. Sci China Inf Sci, 2024, 67(10): 200901, doi: 10.1007/s11432-024-4125-9

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Efficient privacy-preserving federated learning under dishonest-majority setting
Miao, Yinbin; Kuang, Da; Li, Xinghua; Leng, Tao; Liu, Ximeng; Ma, Jianfeng
Sci China Inf Sci, 2024, 67(5): 159102
Keywords: Federated learning; Privacy-preserving; Model poisoning attacks; Dishonest-majority; Hanming distance
Cite as: Miao Y B, Kuang D, Li X H, et al. Efficient privacy-preserving federated learning under dishonest-majority setting. Sci China Inf Sci, 2024, 67(5): 159102, doi: 10.1007/s11432-023-3977-9

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Maximizing conditional independence for unsupervised domain adaptation
Zhai, Yiming; Ren, Chuanxian; Luo, Youwei; Dai, Daoqing
Sci China Inf Sci, 2024, 67(5): 152108
Keywords: conditional independence; kernel method; domain adaptation; class-conditioned transferring
Cite as: Zhai Y M, Ren C X, Luo Y W, et al. Maximizing conditional independence for unsupervised domain adaptation. Sci China Inf Sci, 2024, 67(5): 152108, doi: 10.1007/s11432-022-3851-1

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Multi-instance partial-label learning: towards exploiting dual inexact supervision
Tang, Wei; Zhang, Weijia; Zhang, Min-Ling
Sci China Inf Sci, 2024, 67(3): 132103
Keywords: machine learning; multi-instance partial-label learning; multi-instance learning; partial-label learning; Gaussian processes
Cite as: Tang W, Zhang W J, ZHANG M-L. Multi-instance partial-label learning: towards exploiting dual inexact supervision. Sci China Inf Sci, 2024, 67(3): 132103, doi: 10.1007/s11432-023-3771-6

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Learning discrete adaptive receptive fields for graph convolutional networks
Ma, Xiaojun; Li, Ziyao; Song, Guojie; Shi, Chuan
Sci China Inf Sci, 2023, 66(12): 222101
Keywords: graph neural networks; receptive field; reinforcement learning
Cite as: Ma X J, Li Z Y, Song G J, et al. Learning discrete adaptive receptive fields for graph convolutional networks. Sci China Inf Sci, 2023, 66(12): 222101, doi: 10.1007/s11432-021-3443-y

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

LINDA: multi-agent local information decomposition for awareness of teammates
Cao, Jiahan; Yuan, Lei; Wang, Jianhao; Zhang, Shaowei; Zhang, Chongjie; Yu, Yang; Zhan, De-Chuan
Sci China Inf Sci, 2023, 66(8): 182101
Keywords: multi-agent system; reinforcement learning; teammates awareness; centralized training with decentralized execution; CTDE; StarCraft II
Cite as: Cao J H, Yuan L, Wang J H, et al. LINDA: multi-agent local information decomposition for awareness of teammates. Sci China Inf Sci, 2023, 66(8): 182101, doi: 10.1007/s11432-021-3479-9

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Newton design: designing CNNs with the family of Newton's methods
Shen, Zhengyang; Yang, Yibo; She, Qi; Wang, Changhu; Ma, Jinwen; Lin, Zhouchen
Sci China Inf Sci, 2023, 66(6): 162101
Keywords: CNN; dropout; optimization method; network design; Newton’s method
Cite as: Shen Z Y, Yang Y B, She Q, et al. Newton design: designing CNNs with the family of Newton's methods. Sci China Inf Sci, 2023, 66(6): 162101, doi: 10.1007/s11432-021-3442-2

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Neural network equivalent model for highly efficient massive data classification
Yu, Siquan; Han, Zhi; Tang, Yandong; Wu, Chengdong
Sci China Inf Sci, 2023, 66(3): 139101
Keywords: neural network equivalent model; non-smooth convex optimization; generalization error; massive data classification; ADMM
Cite as: Yu S Q, Han Z, Tang Y D, et al. Neural network equivalent model for highly efficient massive data classification. Sci China Inf Sci, 2023, 66(3): 139101, doi: 10.1007/s11432-020-3113-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Extending generalized unsupervised manifold alignment
Yin, Xiaoyi; Cui, Zhen; Chang, Hong; Ma, Bingpeng; Shan, Shiguang
Sci China Inf Sci, 2022, 65(7): 172103
Keywords: unsupervised manifold alignment; relaxed integer programming; Frank Wolfe algorithm
Cite as: Yin X Y, Cui Z, Chang H, et al. Extending generalized unsupervised manifold alignment. Sci China Inf Sci, 2022, 65(7): 172103, doi: 10.1007/s11432-019-3019-3

LETTER Webpage Webpage-cn SpringerLink Google Scholar

Multi-dimensional ability diagnosis for machine learning algorithms
Liu Q, Gong Z, Huang Z Y, et al
Sci China Inf Sci, 2024, 67(12): 229101
Keywords: machine learning; cognitive diagnosis; human measurement; multi-dimensional evaluation; artificial intelligence
Cite as: Liu Q, Gong Z, Huang Z Y, et al. Multi-dimensional ability diagnosis for machine learning algorithms. Sci China Inf Sci, 2024, 67(12): 229101, doi: 10.1007/s11432-023-4239-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Stochastic normalized gradient descent with momentum for large-batch training
Zhao, Shen-Yi; Shi, Chang-Wei; Xie, Yin-Peng; Li, Wu-Jun
Sci China Inf Sci, 2024, 67(11): 212101
Keywords: non-convex problems; large-batch training; stochastic normalized gradient descent; momentum
Cite as: Zhao S-Y, Shi C-W, Xie Y-P, et al. Stochastic normalized gradient descent with momentum for large-batch training. Sci China Inf Sci, 2024, 67(11): 212101, doi: 10.1007/s11432-022-3892-8

POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Envisioning future deep learning theories: some basic concepts and characteristics
Su, Weijie J.
Sci China Inf Sci, 2024, 67(10): 203101
Keywords: deep learning; local elasticity; information bottleneck; implicit regularization; phenomenological model
Cite as: Su W J. Envisioning future deep learning theories: some basic concepts and characteristics. Sci China Inf Sci, 2024, 67(10): 203101, doi: 10.1007/s11432-023-4129-1

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Learning-based counterfactual explanations for recommendation
Wen, Jingxuan; Liu, Huafeng; Jing, Liping; Yu, Jian
Sci China Inf Sci, 2024, 67(8): 182102
Keywords: recommender system; explainable recommendation; item-based explanation; counterfactual inference; counterfactual explanation
Cite as: Wen J X, Liu H F, Jing L P, et al. Learning-based counterfactual explanations for recommendation. Sci China Inf Sci, 2024, 67(8): 182102, doi: 10.1007/s11432-023-3974-2

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Multi-agent policy transfer via task relationship modeling
Qin, Rongjun; Chen, Feng; Wang, Tonghan; Yuan, Lei; Wu, Xiaoran; Kang, Yipeng; Zhang, Zongzhang; Zhang, Chongjie; Yu, Yang
Sci China Inf Sci, 2024, 67(8): 182101
Keywords: multi-agent reinforcement learning; cooperative transfer learning; task relationship modeling; multi-agent policy reuse; multi-agent multi-task learning
Cite as: Qin R J, Chen F, Wang T H, et al. Multi-agent policy transfer via task relationship modeling. Sci China Inf Sci, 2024, 67(8): 182101, doi: 10.1007/s11432-023-3862-1

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Re-quantization based binary graph neural networks
Yao, Kai-Lang; Li, Wu-Jun
Sci China Inf Sci, 2024, 67(7): 172101
Keywords: graph neural networks; binary neural networks; mixture of experts; computation-efficient algorithms
Cite as: Yao K-L, Li W-J. Re-quantization based binary graph neural networks. Sci China Inf Sci, 2024, 67(7): 172101, doi: 10.1007/s11432-022-3850-0

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Learning in games: a systematic review
Qin, Rong-Jun; Yu, Yang
Sci China Inf Sci, 2024, 67(7): 171101
Keywords: non-cooperative games; learning in games; no-regret learning; reinforcement learning; superhuman AI
Cite as: Qin R-J, Yu Y. Learning in games: a systematic review. Sci China Inf Sci, 2024, 67(7): 171101, doi: 10.1007/s11432-023-3955-x

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Perception field based imitation learning for unlabeled multi-agent pathfinding
Chu, Wenjie; Yu, Ailun; Zhang, Wei; Zhao, Haiyan; Jin, Zhi
Sci China Inf Sci, 2024, 67(5): 152107
Keywords: unlabeled multi-agent pathfinding; perception field; triplet cross-attention; multi-agent imitation learning; learning-based planning
Cite as: Chu W J, Yu A L, Zhang W, et al. Perception field based imitation learning for unlabeled multi-agent pathfinding. Sci China Inf Sci, 2024, 67(5): 152107, doi: 10.1007/s11432-022-3666-2

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Granger causal representation learning for groups of time series
Cai, Ruichu; Wu, Yunjin; Huang, Xiaokai; Chen, Wei; Fu, Tom Z. J.; Hao, Zhifeng
Sci China Inf Sci, 2024, 67(5): 152103
Keywords: Granger causal discovery; Granger causal representation learning; time series data; recurrent neural network; multiset canonical correlation analysis
Cite as: Cai R C, Wu Y J, Huang X K, et al. Granger causal representation learning for groups of time series. Sci China Inf Sci, 2024, 67(5): 152103, doi: 10.1007/s11432-021-3724-0

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Adversarial data splitting for domain generalization
Gu, Xiang; Sun, Jian; Xu, Zongben
Sci China Inf Sci, 2024, 67(5): 152101
Keywords: domain generalization; adversarial learning; data splitting; meta-learning; out of distribution
Cite as: Gu X, Sun J, Xu Z B. Adversarial data splitting for domain generalization. Sci China Inf Sci, 2024, 67(5): 152101, doi: 10.1007/s11432-022-3857-5

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Distinct but correct: generating diversified and entity-revised medical response
Li, Bin; Sun, Bin; Li, Shutao; Chen, Encheng; Liu, Hongru; Weng, Yixuan; Bai, Yongping; Hu, Meiling
Sci China Inf Sci, 2024, 67(3): 132106
Keywords: medical entity prediction; ent-mac post pre-training strategy; entity-aware fusion medical dialogue generation; encoding fusion mechanism; entity-revised diverse beam search
Cite as: Li B, Sun B, Li S T, et al. Distinct but correct: generating diversified and entity-revised medical response. Sci China Inf Sci, 2024, 67(3): 132106, doi: 10.1007/s11432-021-3534-9

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Optimization-inspired manual architecture design and neural architecture search
Yang, Yibo; Shen, Zhengyang; Li, Huan; Lin, Zhouchen
Sci China Inf Sci, 2023, 66(11): 212101
Keywords: deep neural network; manual architecture design; neural architecture search; image recognition; optimization algorithms; learning-based optimization
Cite as: Yang Y B, Shen Z Y, Li H, et al. Optimization-inspired manual architecture design and neural architecture search. Sci China Inf Sci, 2023, 66(11): 212101, doi: 10.1007/s11432-021-3527-7

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

A convergence algorithm for graph co-regularized transfer learning
Yang, Zuyuan; Liang, Naiyao; Li, Zhenni; Xie, Shengli
Sci China Inf Sci, 2023, 66(3): 132104
Keywords: transfer learning; convergence analysis; non-negative matrix factorization; multiplicative update algorithm; optimization
Cite as: Yang Z Y, Liang N Y, Li Z N, et al. A convergence algorithm for graph co-regularized transfer learning. Sci China Inf Sci, 2023, 66(3): 132104, doi: 10.1007/s11432-020-3526-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Abductive subconcept learning
Han, Zhongyi; Cai, Le-Wen; Dai, Wang-Zhou; Huang, Yu-Xuan; Wei, Benzheng; Wang, Wei; Yin, Yilong
Sci China Inf Sci, 2023, 66(2): 122103
Keywords: abductive learning; subconcept learning; logical reasoning; subconcept set selection; meta-interpretive learning
Cite as: Han Z Y, Cai L-W, Dai W-Z, et al. Abductive subconcept learning. Sci China Inf Sci, 2023, 66(2): 122103, doi: 10.1007/s11432-020-3569-0

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Curvature flow learning: algorithm and analysis
Li, Yangyang; Lu, Ruqian
Sci China Inf Sci, 2022, 65(9): 192105
Keywords: metric learning; Riemannian metric; curvature; flow learning; manifold learning
Cite as: Li Y Y, Lu R Q. Curvature flow learning: algorithm and analysis. Sci China Inf Sci, 2022, 65(9): 192105, doi: 10.1007/s11432-020-3068-7

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization
Yang, Xiaohui; Wang, Zheng; Sun, Jian; Xu, Zongben
Sci China Inf Sci, 2022, 65(8): 182102
Keywords: unlabeled-data driven; 1/2 regularization; cost-sensitive; inverse projection; sparse representation-based classification
Cite as: Yang X H, Wang Z, Sun J, et al. Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization. Sci China Inf Sci, 2022, 65(8): 182102, doi: 10.1007/s11432-021-3319-4

大数据(8)

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

CPT: a pre-trained unbalanced transformer for both Chinese language understanding and generation
Shao, Yunfan; Geng, Zhichao; Liu, Yitao; Dai, Junqi; Yan, Hang; Yang, Fei; Li, Zhe; Bao, Hujun; Qiu, Xipeng
Sci China Inf Sci, 2024, 67(5): 152102
Keywords: pre-trained model; transformer; language model; generation; unified model
Cite as: Shao Y F, Geng Z C, Liu Y T, et al. CPT: a pre-trained unbalanced transformer for both Chinese language understanding and generation. Sci China Inf Sci, 2024, 67(5): 152102, doi: 10.1007/s11432-021-3536-5

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Span-based joint entity and relation extraction augmented with sequence tagging mechanism
Ji, Bin; Li, Shasha; Xu, Hao; Yu, Jie; Ma, Jun; Liu, Huijun; Yang, Jing
Sci China Inf Sci, 2024, 67(5): 152105
Keywords: joint extraction; named entity recognition; relation extraction; span; sequence tagging mechanism
Cite as: Ji B, Li S S, Xu H, et al. Span-based joint entity and relation extraction augmented with sequence tagging mechanism. Sci China Inf Sci, 2024, 67(5): 152105, doi: 10.1007/s11432-022-3608-y

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

PS-CoT-Adapter: adapting plan-and-solve chain-of-thought for ScienceQA
Li, Qun; Sun, Haixin; Xiao, Fu; Wang, Yiming; Gao, Xinping; Bhanu, Bir
Sci China Inf Sci, 2025, 68(1): 119101
Keywords: chain of thought; semantic adapter; large language models; ScienceQA; plan-and-solve
Cite as: Li Q, Sun H X, Xiao F, et al. PS-CoT-Adapter: adapting plan-and-solve chain-of-thought for ScienceQA. Sci China Inf Sci, 2025, 68(1): 119101, doi: 10.1007/s11432-024-4211-9

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Residual diverse ensemble for long-tailed multi-label text classification
Shi, Jiangxin; Wei, Tong; Li, Yufeng
Sci China Inf Sci, 2024, 67(11): 212102
Keywords: multi-label learning; extreme multi-label learning; long-tailed distribution; multi-label text classification; ensemble learning
Cite as: Shi J X, Wei T, Li Y F. Residual diverse ensemble for long-tailed multi-label text classification. Sci China Inf Sci, 2024, 67(11): 212102, doi: 10.1007/s11432-022-3915-6

LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Unveiling factuality and injecting knowledge for LLMs via reinforcement learning and data proportion
Ke, Wenjun; Shang, Ziyu; Luo, Zhizhao; Wang, Peng; Guo, Yikai; Liu, Qi; Chen, Yuxuan
Sci China Inf Sci, 2024, 67(10): 209101
Keywords: large language models; knowledge graph; factuality detection; knowledge injection; data proportion
Cite as: Ke W J, Shang Z Y, Luo Z Z, et al. Unveiling factuality and injecting knowledge for LLMs via reinforcement learning and data proportion. Sci China Inf Sci, 2024, 67(10): 209101, doi: 10.1007/s11432-024-4158-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation
Liu, Yingjian; Li, Jiang; Wang, Xiaoping; Zeng, Zhigang
Sci China Inf Sci, 2024, 67(8): 182103
Keywords: emotion recognition in conversation; emotional inertia and contagion; multi-head attention; gated recurrent unit; conditional random field
Cite as: Liu Y J, Li J, Wang X P, et al. EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation. Sci China Inf Sci, 2024, 67(8): 182103, doi: 10.1007/s11432-023-3908-6

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Understanding and improving fairness in cognitive diagnosis
Zhang, Zheng; Wu, Le; Liu, Qi; Liu, Jiayu; Huang, Zhenya; Yin, Yu; Zhuang, Yan; Gao, Weibo; Chen, Enhong
Sci China Inf Sci, 2024, 67(5): 152106
Keywords: fairness; intelligent education; cognitive diagnosis; psychometrics; adversarial learning
Cite as: Zhang Z, Wu L, Liu Q, et al. Understanding and improving fairness in cognitive diagnosis. Sci China Inf Sci, 2024, 67(5): 152106, doi: 10.1007/s11432-022-3852-0

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Memory-enhanced text style transfer with dynamic style learning and calibration
Lin, Fuqiang; Song, Yiping; Tian, Zhiliang; Chen, Wangqun; Dong, Diwen; Liu, Bo
Sci China Inf Sci, 2024, 67(4): 142105
Keywords: style transfer; memory-enhanced method; text generation; deep learning; text representation
Cite as: Lin F Q, Song Y P, Tian Z L, et al. Memory-enhanced text style transfer with dynamic style learning and calibration. Sci China Inf Sci, 2024, 67(4): 142105, doi: 10.1007/s11432-022-3726-0

生物信息(5)

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

SBSM-Pro: support bio-sequence machine for proteins
Wang, Yizheng; Zhai, Yixiao; Ding, Yijie; Zou, Quan
Sci China Inf Sci, 2024, 67(11): 212106
Keywords: protein classification; machine learning; multiple kernel learning; sequence alignment
Cite as: Wang Y Z, Zhai Y X, Ding Y J, et al. SBSM-Pro: support bio-sequence machine for proteins. Sci China Inf Sci, 2024, 67(11): 212106, doi: 10.1007/s11432-024-4171-9

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Integrating sequence and graph information for enhanced drug-target affinity prediction
He, Haohuai; Chen, Guanxing; Chen, Calvin Yu-Chian
Sci China Inf Sci, 2024, 67(2): 129101
Keywords: drug-target affinity; hybrid graph neural network; adaptive features; explainability; catalytic triad
Cite as: He H H, Chen G X, Chen C Y-C. Integrating sequence and graph information for enhanced drug-target affinity prediction. Sci China Inf Sci, 2024, 67(2): 129101, doi: 10.1007/s11432-022-3793-7

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

BioKG-CMI: a multi-source feature fusion model based on biological knowledge graph for predicting circRNA-miRNA interactions
Wei, Mengmeng; Wang, Lei; Li, Yang; Li, Zhengwei; Zhao, Bowei; Su, Xiaorui; Wei, Yu; You, Zhuhong
Sci China Inf Sci, 2024, 67(8): 189104
Keywords: circRNA-miRNA interaction; biological knowledge graph; subcellular localization; multi-source feature fusion; natural language processing
Cite as: Wei M M, Wang L, Li Y, et al. BioKG-CMI: a multi-source feature fusion model based on biological knowledge graph for predicting circRNA-miRNA interactions. Sci China Inf Sci, 2024, 67(8): 189104, doi: 10.1007/s11432-024-4098-3

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

TPpred-SC: multi-functional therapeutic peptide prediction based on multi-label supervised contrastive learning
Yan, Ke; Lv, Hongwu; Shao, Jiangyi; Chen, Shutao; Liu, Bin
Sci China Inf Sci, 2024, 67(11): 212105
Keywords: therapeutic peptide prediction; multi-label classification; pretrained protein language model; multi-label supervised contrastive learning
Cite as: Yan K, Lv H W, Shao J Y, et al. TPpred-SC: multi-functional therapeutic peptide prediction based on multi-label supervised contrastive learning. Sci China Inf Sci, 2024, 67(11): 212105, doi: 10.1007/s11432-024-4147-8

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Multiple types of disease-associated RNAs identification for disease prognosis and therapy using heterogeneous graph learning
Zhang, Wenxiang; Wei, Hang; Zhang, Wenjing; Wu, Hao; Liu, Bin
Sci China Inf Sci, 2024, 67(8): 189103
Keywords: heterogeneous graph learning; multiple types of disease-associated RNA identification; disease prognosis and therapy; systematic pathogenesis analysis; hepatocellular carcinoma
Cite as: Zhang W X, Wei H, Zhang W J, et al. Multiple types of disease-associated RNAs identification for disease prognosis and therapy using heterogeneous graph learning. Sci China Inf Sci, 2024, 67(8): 189103, doi: 10.1007/s11432-024-4100-7

图形图像(88)

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
Highly Cited in 202407 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 97

TransCrowd: weakly-supervised crowd counting with transformers
Liang, Dingkang; Chen, Xiwu; Xu, Wei; Zhou, Yu; Bai, Xiang
Sci China Inf Sci, 2022, 65(6): 160104
Keywords: crowd counting; visual transformer; weakly supervised; crowd analysis; transformer
Cite as: Liang D K, Chen X W, Xu W, et al. TransCrowd: weakly-supervised crowd counting with transformers. Sci China Inf Sci, 2022, 65(6): 160104, doi: 10.1007/s11432-021-3445-y

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
Highly Cited in 202401 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 71

Progressive learning with multi-scale attention network for cross-domain vehicle re-identification
Wang, Yang; Peng, Jinjia; Wang, Huibing; Wang, Meng
Sci China Inf Sci, 2022, 65(6): 160103
Keywords: data adaptation module; weighted label smoothing loss; multi-scale attention network; vehicle re-identification
Cite as: Wang Y, Peng J J, Wang H B, et al. Progressive learning with multi-scale attention network for cross-domain vehicle re-identification. Sci China Inf Sci, 2022, 65(6): 160103, doi: 10.1007/s11432-021-3383-y

Highly Cited in 202311 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 59

Learning practically feasible policies for online 3D bin packing
Zhao, Hang; Zhu, Chenyang; Xu, Xin; Huang, Hui; Xu, Kai
Sci China Inf Sci, 2022, 65(1): 112105
Keywords: bin packing problem; online 3d-bpp; reinforcement learning
Cite as: Zhao H, Zhu C Y, Xu X, et al. Learning practically feasible policies for online 3D bin packing. Sci China Inf Sci, 2022, 65(1): 112105, doi: 10.1007/s11432-021-3348-6

Highly Cited in 202303 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 58

Learning hyperspectral images from RGB images via a coarse-to-fine CNN
Mei, Shaohui; Geng, Yunhao; Hou, Junhui; Du, Qian
Sci China Inf Sci, 2022, 65(5): 152102
Keywords: hyperspectral; reconstruction; convolutional neural network; deep learning
Cite as: Mei S H, Geng Y H, Hou J H, et al. Learning hyperspectral images from RGB images via a coarse-to-fine CNN. Sci China Inf Sci, 2022, 65(5): 152102, doi: 10.1007/s11432-020-3102-9

Highly Cited in 202407 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 54

Class attention network for image recognition
Cheng, Gong; Lai, Pujian; Gao, Decheng; Han, Junwei
Sci China Inf Sci, 2023, 66(3): 132105
Keywords: visual attention; class-specific attention encoding; class attention network; dictionary learning
Cite as: Cheng G, Lai P J, Gao D C, et al. Class attention network for image recognition. Sci China Inf Sci, 2023, 66(3): 132105, doi: 10.1007/s11432-021-3493-7

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 45

Densely nested top-down flows for salient object detection
Fang, Chaowei; Tian, Haibin; Zhang, Dingwen; Zhang, Qiang; Han, Jungong; Han, Junwei
Sci China Inf Sci, 2022, 65(8): 182103
Keywords: salient object detection; top-down flow; densely nested framework; convolutional neural networks
Cite as: Fang C W, Tian H B, Zhang D W, et al. Densely nested top-down flows for salient object detection. Sci China Inf Sci, 2022, 65(8): 182103, doi: 10.1007/s11432-021-3384-y

Highly Cited in 202407 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 37

Fewer is more: efficient object detection in large aerial images
Xie, Xingxing; Cheng, Gong; Li, Qingyang; Miao, Shicheng; Li, Ke; Han, Junwei
Sci China Inf Sci, 2024, 67(1): 112106
Keywords: efficient object detection; large aerial images; objectness activation network
Cite as: Xie X X, Cheng G, Li Q Y, et al. Fewer is more: efficient object detection in large aerial images. Sci China Inf Sci, 2024, 67(1): 112106, doi: 10.1007/s11432-022-3718-5

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 36

RLLNet: a lightweight remaking learning network for saliency redetection on RGB-D images
Zhou, Wujie; Liu, Chang; Lei, Jingsheng; Yu, Lu
Sci China Inf Sci, 2022, 65(6): 160107
Keywords: deep learning; rgb-d image; saliency detection; remaking learning; lightweight network
Cite as: Zhou W J, Liu C, Lei J S, et al. RLLNet: a lightweight remaking learning network for saliency redetection on RGB-D images. Sci China Inf Sci, 2022, 65(6): 160107, doi: 10.1007/s11432-020-3337-9

PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 22

SAM struggles in concealed scenes - empirical study on Segment Anything
Ji, Ge-Peng; Fan, Deng-Ping; Xu, Peng; Zhou, Bowen; Cheng, Ming-Ming; Van Gool, Luc
Sci China Inf Sci, 2023, 66(12): 226101
Keywords: Segment Anything; SAM; Camouflaged; Concealed Scene Understanding; Concealed Object Segmentation
Cite as: Ji G-P, Fan D-P, Xu P, et al. SAM struggles in concealed scenes - empirical study on Segment Anything. Sci China Inf Sci, 2023, 66(12): 226101, doi: 10.1007/s11432-023-3881-x

REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 19

Survey on rain removal from videos or a single image
Wang, Hong; Wu, Yichen; Li, Minghan; Zhao, Qian; Meng, Deyu
Sci China Inf Sci, 2022, 65(1): 111101
Keywords: rain removal; maximum a posterior estimation; deep learning; generalization performance; comprehensive repository
Cite as: Wang H, Wu Y C, Li M H, et al. Survey on rain removal from videos or a single image. Sci China Inf Sci, 2022, 65(1): 111101, doi: 10.1007/s11432-020-3225-9

LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 15

Human motion segmentation based on structure constraint matrix factorization
Gao, Hongbo; Guo, Fang; Zhu, Juping; Kan, Zhen; Zhang, Xinyu
Sci China Inf Sci, 2022, 65(1): 119103
Keywords: computer vision; human motion segmentation; spectral clustering; structure constraint; matrix factorization
Cite as: Gao H B, Guo F, Zhu J P, et al. Human motion segmentation based on structure constraint matrix factorization. Sci China Inf Sci, 2022, 65(1): 119103, doi: 10.1007/s11432-020-2967-3

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Fast target-aware learning for few-shot video object segmentation
Chen, Yadang; Hao, Chuanyan; Yang, Zhi-Xin; Wu, Enhua
Sci China Inf Sci, 2022, 65(8): 182104
Keywords: video object segmentation; few-shot; target-aware; meta knowledge; bilevel-optimization
Cite as: Chen Y D, Hao C Y, Yang Z-X, et al. Fast target-aware learning for few-shot video object segmentation. Sci China Inf Sci, 2022, 65(8): 182104, doi: 10.1007/s11432-021-3396-7

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

ViGT: proposal-free video grounding with a learnable token in the transformer
Li, Kun; Guo, Dan; Wang, Meng
Sci China Inf Sci, 2023, 66(10): 202102
Keywords: video grounding; temporal sentence grounding; boundary regression; token learning; proposal-free
Cite as: Li K, Guo D, Wang M. ViGT: proposal-free video grounding with a learnable token in the transformer. Sci China Inf Sci, 2023, 66(10): 202102, doi: 10.1007/s11432-022-3783-3

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A unified pruning framework for vision transformers
Yu, Hao; Wu, Jianxin
Sci China Inf Sci, 2023, 66(7): 179101
Keywords: vision transformer; structural pruning; image classification; object detection; language modeling
Cite as: Yu H, Wu J X. A unified pruning framework for vision transformers. Sci China Inf Sci, 2023, 66(7): 179101, doi: 10.1007/s11432-022-3646-6

NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

RPC: a large-scale and fine-grained retail product checkout dataset
WEI, Xiu-Shen; CUI, Quan; YANG, Lei; WANG, Peng; LIU, Lingqiao; YANG, Jian
Sci China Inf Sci, 2022, 65(9): 197101
Keywords: Automatic Check-Out; Benchmark Datasets; Retail Product Recognition; Fine-Grained Recognition; Deep Learning
Cite as: Wei X-S, Cui Q, Yang L, et al. RPC: a large-scale and fine-grained retail product checkout dataset. Sci China Inf Sci, 2022, 65(9): 197101, doi: 10.1007/s11432-022-3513-y

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Onfocus detection: identifying individual-camera eye contact from unconstrained images
Zhang, Dingwen; Wang, Bo; Wang, Gerong; Zhang, Qiang; Zhang, Jiajia; Han, Jungong; You, Zheng
Sci China Inf Sci, 2022, 65(6): 160101
Keywords: onfocus detection; deep neural network; capsule routing; computer vision; deep learning
Cite as: Zhang D W, Wang B, Wang G R, et al. Onfocus detection: identifying individual-camera eye contact from unconstrained images. Sci China Inf Sci, 2022, 65(6): 160101, doi: 10.1007/s11432-020-3181-9

REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

Survey on leveraging pre-trained generative adversarial networks for image editing and restoration
Liu, Ming; Wei, Yuxiang; Wu, Xiaohe; Zuo, Wangmeng; Zhang, Lei
Sci China Inf Sci, 2023, 66(5): 151101
Keywords: survey; generative adversarial networks; pre-trained models; image editing; image restoration
Cite as: Liu M, Wei Y X, Wu X H, et al. Survey on leveraging pre-trained generative adversarial networks for image editing and restoration. Sci China Inf Sci, 2023, 66(5): 151101, doi: 10.1007/s11432-022-3679-0

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

Point attention network for point cloud semantic segmentation
Ren, Dayong; Wu, Zhengyi; Li, Jiawei; Yu, Piaopiao; Guo, Jie; Wei, Mingqiang; Guo, Yanwen
Sci China Inf Sci, 2022, 65(9): 192104
Keywords: point cloud; semantic segmentation; self-attention mechanism; deep learning; long-range dependencies
Cite as: Ren D Y, Wu Z Y, Li J W, et al. Point attention network for point cloud semantic segmentation. Sci China Inf Sci, 2022, 65(9): 192104, doi: 10.1007/s11432-021-3387-7

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Evolution of AVS video coding standards: twenty years of innovation and development
Ma, Siwei; Zhang, Li; Wang, Shiqi; Jia, Chuanmin; Wang, Shanshe; Huang, Tiejun; Wu, Feng; Gao, Wen
Sci China Inf Sci, 2022, 65(9): 192101
Keywords: video coding; AVS standards; video applications; intelligent coding
Cite as: Ma S W, Zhang L, Wang S Q, et al. Evolution of AVS video coding standards: twenty years of innovation and development. Sci China Inf Sci, 2022, 65(9): 192101, doi: 10.1007/s11432-021-3461-9

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Quantized and adaptive memristor based CNN (QA-mCNN) for image processing
Hu, Xiaofang; Shi, Wenqiang; Zhou, Yue; Tang, Hongan; Duan, Shukai
Sci China Inf Sci, 2022, 65(1): 119104
Keywords: adaptive template; incremental network quantization; optimization; cnn; memristor
Cite as: Hu X F, Shi W Q, Zhou Y, et al. Quantized and adaptive memristor based CNN (QA-mCNN) for image processing. Sci China Inf Sci, 2022, 65(1): 119104, doi: 10.1007/s11432-020-3031-9

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Contextual and selective attention networks for image captioning
Wang, Jing; Li, Yehao; Pan, Yingwei; Yao, Ting; Tang, Jinhui; Mei, Tao
Sci China Inf Sci, 2022, 65(12): 222103
Keywords: image captioning; hybrid attention; contextual attention
Cite as: Wang J, Li Y H, Pan Y W, et al. Contextual and selective attention networks for image captioning. Sci China Inf Sci, 2022, 65(12): 222103, doi: 10.1007/s11432-020-3523-6

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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Prototype-based classifier learning for long-tailed visual recognition
Wei, Xiu-Shen; Xu, Shu-Lin; Chen, Hao; Xiao, Liang; Peng, Yuxin
Sci China Inf Sci, 2022, 65(6): 160105
Keywords: long-tailed distribution; categorical prototype; classifier generation; classifier calibration; class imbalance
Cite as: Wei X-S, Xu S-L, Chen H, et al. Prototype-based classifier learning for long-tailed visual recognition. Sci China Inf Sci, 2022, 65(6): 160105, doi: 10.1007/s11432-021-3489-1

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RGBT tracking via reliable feature configuration
Tu, Zhengzheng; Pan, Wenli; Duan, Yunsheng; Tang, Jin; Li, Chenglong
Sci China Inf Sci, 2022, 65(4): 142101
Keywords: rgbt tracking; multi-modal; reliability guideline; feature configuration; correlation filter
Cite as: Tu Z Z, Pan W L, Duan Y S, et al. RGBT tracking via reliable feature configuration. Sci China Inf Sci, 2022, 65(4): 142101, doi: 10.1007/s11432-020-3160-5

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On learning the right attention point for feature enhancement
Lin, Liqiang; Huang, Pengdi; Fu, Chi-Wing; Xu, Kai; Zhang, Hao; Huang, Hui
Sci China Inf Sci, 2023, 66(1): 112107
Keywords: point convolution; feature enhancement; attention point; deep neural network
Cite as: Lin L Q, Huang P D, Fu C-W, et al. On learning the right attention point for feature enhancement. Sci China Inf Sci, 2023, 66(1): 112107, doi: 10.1007/s11432-021-3431-9

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Augmented FCN: rethinking context modeling for semantic segmentation
Zhang, Dong; Zhang, Liyan; Tang, Jinhui
Sci China Inf Sci, 2023, 66(4): 142105
Keywords: semantic segmentation; context modeling; long-range dependencies; attention mechanism
Cite as: Zhang D, Zhang L Y, Tang J H. Augmented FCN: rethinking context modeling for semantic segmentation. Sci China Inf Sci, 2023, 66(4): 142105, doi: 10.1007/s11432-021-3590-1

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Siamese transformer with hierarchical concept embedding for fine-grained image recognition
Lyu, Yilin; Jing, Liping; Wang, Jiaqi; Guo, Mingzhe; Wang, Xinyue; Yu, Jian
Sci China Inf Sci, 2023, 66(3): 132107
Keywords: fine-grained image recognition; transformer; hierarchical concept embedding; adaptive sampling; Siamese network
Cite as: Lyu Y L, Jing L P, Wang J Q, et al. Siamese transformer with hierarchical concept embedding for fine-grained image recognition. Sci China Inf Sci, 2023, 66(3): 132107, doi: 10.1007/s11432-022-3586-y

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Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval
Ji, Zhong; Chen, Kexin; He, Yuqing; Pang, Yanwei; Li, Xuelong
Sci China Inf Sci, 2022, 65(7): 172104
Keywords: cross-modal retrieval; graph reasoning; memory network; visual semantic embedding; image-text retrieval; video-text retrieval
Cite as: Ji Z, Chen K X, He Y Q, et al. Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval. Sci China Inf Sci, 2022, 65(7): 172104, doi: 10.1007/s11432-021-3367-y

Special Topic: Deep Learning for Computer Vision (2023)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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A meaningful learning method for zero-shot semantic segmentation
Liu, Xianglong; Bai, Shihao; An, Shan; Wang, Shuo; Liu, Wei; Zhao, Xiaowei; Ma, Yuqing
Sci China Inf Sci, 2023, 66(11): 210103
Keywords: meaningful learning; zero-shot learning; semantic segmentation; conjugate conceptual correlation; fast-slow conceptual modulator
Cite as: Liu X L, Bai S H, An S, et al. A meaningful learning method for zero-shot semantic segmentation. Sci China Inf Sci, 2023, 66(11): 210103, doi: 10.1007/s11432-022-3748-5

Special Topic: Deep Learning for Computer Vision (2023)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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Sparse spatial transformers for few-shot learning
Chen, Haoxing; Li, Huaxiong; Li, Yaohui; Chen, Chunlin
Sci China Inf Sci, 2023, 66(11): 210102
Keywords: few-shot learning; transformer; metric-learning; cross-attention
Cite as: Chen H X, Li H X, Li Y H, et al. Sparse spatial transformers for few-shot learning. Sci China Inf Sci, 2023, 66(11): 210102, doi: 10.1007/s11432-022-3700-8

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Deep graph learning for spatially-varying indoor lighting prediction
Bai, Jiayang; Guo, Jie; Wang, Chenchen; Chen, Zhenyu; He, Zhen; Yang, Shan; Yu, Piaopiao; Zhang, Yan; Guo, Yanwen
Sci China Inf Sci, 2023, 66(3): 132106
Keywords: lighting; graph learning; augmented reality; spherical Gaussians; rendering
Cite as: Bai J Y, Guo J, Wang C C, et al. Deep graph learning for spatially-varying indoor lighting prediction. Sci China Inf Sci, 2023, 66(3): 132106, doi: 10.1007/s11432-022-3576-9

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Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network
Wu, Jie; Cong, Runmin; Fang, Leyuan; Guo, Chunle; Zhang, Bob; Ghamisi, Pedram
Sci China Inf Sci, 2023, 66(1): 119105
Keywords: deep learning; remote sensing images; super-resolution; unpaired training; weak supervision
Cite as: Wu J, Cong R M, Fang L Y, et al. Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network. Sci China Inf Sci, 2023, 66(1): 119105, doi: 10.1007/s11432-021-3575-1

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RGB oralscan video-based orthodontic treatment monitoring
Tian, Yan; Fu, Hanshi; Wang, Hao; Liu, Yuqi; Xu, Zhaocheng; Chen, Hong; Li, Jianyuan; Wang, Ruili
Sci China Inf Sci, 2024, 67(1): 112107
Keywords: digital dentistry; object 6D pose estimation; deep learning; computer vision
Cite as: Tian Y, Fu H S, Wang H, et al. RGB oralscan video-based orthodontic treatment monitoring. Sci China Inf Sci, 2024, 67(1): 112107, doi: 10.1007/s11432-023-3847-x

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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Human-object interaction detection via interactive visual-semantic graph learning
Wu, Tongtong; Duan, Fuqing; Chang, Liang; Lu, Ke
Sci China Inf Sci, 2022, 65(6): 160108
Keywords: human-object interaction; context modeling; graph learning; interactive graph; visual-semantic graph
Cite as: Wu T T, Duan F Q, Chang L, et al. Human-object interaction detection via interactive visual-semantic graph learning. Sci China Inf Sci, 2022, 65(6): 160108, doi: 10.1007/s11432-021-3427-2

Special Topic: Deep Learning for Computer Vision (2023)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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An end-to-end network for co-saliency detection in one single image
Yue, Yuanhao; Zou, Qin; Yu, Hongkai; Wang, Qian; Wang, Zhongyuan; Wang, Song
Sci China Inf Sci, 2023, 66(11): 210101
Keywords: saliency detection; convolutional neural network; regional feature mapping; co-saliency detection; deep learning
Cite as: Yue Y H, Zou Q, Yu H K, et al. An end-to-end network for co-saliency detection in one single image. Sci China Inf Sci, 2023, 66(11): 210101, doi: 10.1007/s11432-022-3686-1

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Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification
Du, Lei; Wang, Huiai; Zhang, Jin; Zhang, Shu; Guo, Lei; Han, Junwei
Sci China Inf Sci, 2023, 66(4): 142106
Keywords: multimodal brain imaging correlation; sparse multiview canonical correlation analysis; task imbalance; adaptive loss balancing; graph-group penalty
Cite as: Du L, Wang H A, Zhang J, et al. Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification. Sci China Inf Sci, 2023, 66(4): 142106, doi: 10.1007/s11432-021-3589-5

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TinyDet: accurately detecting small objects within 1 GFLOPs
Chen, Shaoyu; Cheng, Tianheng; Fang, Jiemin; Zhang, Qian; Li, Yuan; Liu, Wenyu; Wang, Xinggang
Sci China Inf Sci, 2023, 66(1): 119102
Keywords: small object detection; lightweight networ; generic object detection; Tiny AI; high resolution
Cite as: Chen S Y, Cheng T H, Fang J M, et al. TinyDet: accurately detecting small objects within 1 GFLOPs. Sci China Inf Sci, 2023, 66(1): 119102, doi: 10.1007/s11432-021-3504-4

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Repeatable adaptive keypoint detection via self-supervised learning
Yan, Pei; Tan, Yihua; Tai, Yuan
Sci China Inf Sci, 2022, 65(11): 212103
Keywords: keypoint detection; convolutional neural network; image matching; self-supervised learning; repeatable
Cite as: Yan P, Tan Y H, Tai Y. Repeatable adaptive keypoint detection via self-supervised learning. Sci China Inf Sci, 2022, 65(11): 212103, doi: 10.1007/s11432-021-3364-5

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Difficulty-aware bi-network with spatial attention constrained graph for axillary lymph node segmentation
Xu, Qing; Xi, Xiaoming; Meng, Xianjing; Qin, Zheyun; Nie, Xiushan; Wu, Yongjian; Zhou, Dongsheng; Qu, Yi; Li, Chenglong; Yin, Yilong
Sci China Inf Sci, 2022, 65(9): 192102
Keywords: ultrasound image; axillary lymph nodes segmentation; difficulty-aware segmentation; graph with spatial attention
Cite as: Xu Q, Xi X M, Meng X J, et al. Difficulty-aware bi-network with spatial attention constrained graph for axillary lymph node segmentation. Sci China Inf Sci, 2022, 65(9): 192102, doi: 10.1007/s11432-020-3079-8

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Indoor layout programming via virtual navigation detectors
Fu, Qiang; Fu, Hongbo; Deng, Zhigang; Li, Xueming
Sci China Inf Sci, 2022, 65(8): 189101
Keywords: 3d modeling; indoor scene synthesis; layout programming; indoor navigation; deep reinforcement learning
Cite as: Fu Q, Fu H B, Deng Z G, et al. Indoor layout programming via virtual navigation detectors. Sci China Inf Sci, 2022, 65(8): 189101, doi: 10.1007/s11432-019-2930-x

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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HAPNet: a head-aware pedestrian detection network associated with the affinity field
Ding, Jiali; Liu, Tie; Zhao, Yun; Yuan, Zejian; Shang, Yuanyuan
Sci China Inf Sci, 2022, 65(6): 160102
Keywords: pedestrian detection; head detection; head-aware pedestrian network; affinity module; occlusion
Cite as: Ding J L, Liu T, Zhao Y, et al. HAPNet: a head-aware pedestrian detection network associated with the affinity field. Sci China Inf Sci, 2022, 65(6): 160102, doi: 10.1007/s11432-021-3300-2

Special Topic: Deep Learning for Computer Vision (2023)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Confidence-weighted mutual supervision on dual networks for unsupervised cross-modality image segmentation
Chen, Yajie; Yang, Xin; Bai, Xiang
Sci China Inf Sci, 2023, 66(11): 210104
Keywords: domain adaptation; pseudo label; mutual supervision; cross-modality; image segmentation
Cite as: Chen Y J, Yang X, Bai X. Confidence-weighted mutual supervision on dual networks for unsupervised cross-modality image segmentation. Sci China Inf Sci, 2023, 66(11): 210104, doi: 10.1007/s11432-022-3871-0

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ASPPR: active single-image piecewise planar 3D reconstruction based on geometric priors
Wang, Wei; Dong, Qiulei; Hu, Zhanyi
Sci China Inf Sci, 2023, 66(7): 174101
Keywords: single-image reconstruction; geometric prior; user interaction; multi-plane optimization; convolutional neural network
Cite as: Wang W, Dong Q L, Hu Z Y. ASPPR: active single-image piecewise planar 3D reconstruction based on geometric priors. Sci China Inf Sci, 2023, 66(7): 174101, doi: 10.1007/s11432-022-3631-6

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Improving pseudo-labeling with reliable inter-camera distance encouragement for unsupervised person re-identification
Chen, Yiyu; Fan, Zheyi; Chen, Shuni; Zhu, Yixuan
Sci China Inf Sci, 2023, 66(5): 152103
Keywords: person re-identification; noise label; camera variation; clustering; deep learning
Cite as: Chen Y Y, Fan Z Y, Chen S N, et al. Improving pseudo-labeling with reliable inter-camera distance encouragement for unsupervised person re-identification. Sci China Inf Sci, 2023, 66(5): 152103, doi: 10.1007/s11432-022-3628-y

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Reflectance edge guided networks for detail-preserving intrinsic image decomposition
Li, Quewei; Guo, Jie; Wu, Zhengyi; Fei, Yang; Guo, Yanwen
Sci China Inf Sci, 2023, 66(2): 122105
Keywords: intrinsic image decomposition; detail-preserving; reflectance edges
Cite as: Li Q W, Guo J, Wu Z Y, et al. Reflectance edge guided networks for detail-preserving intrinsic image decomposition. Sci China Inf Sci, 2023, 66(2): 122105, doi: 10.1007/s11432-021-3481-3

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Model-guided 3D stitching for augmented virtual environment
Zhou, Zhong; Meng, Ming; Zhou, Yi; Zhu, Zhe; You, Jingdi
Sci China Inf Sci, 2023, 66(1): 112106
Keywords: 3D stitching; video model; multiple video visualization; augmented virtual environment
Cite as: Zhou Z, Meng M, Zhou Y, et al. Model-guided 3D stitching for augmented virtual environment. Sci China Inf Sci, 2023, 66(1): 112106, doi: 10.1007/s11432-021-3323-2

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Reverse erasure guided spatio-temporal autoencoder with compact feature representation for video anomaly detection
Zhong, Yuanhong; Chen, Xia; Jiang, Jinyang; Ren, Fan
Sci China Inf Sci, 2022, 65(9): 194101
Keywords: anomaly detection; dual-encoder single-decoder network; reverse erasure; compact feature representation; deep support vector data description
Cite as: Zhong Y H, Chen X, Jiang J Y, et al. Reverse erasure guided spatio-temporal autoencoder with compact feature representation for video anomaly detection. Sci China Inf Sci, 2022, 65(9): 194101, doi: 10.1007/s11432-021-3444-9

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VNet: a versatile network to train real-time semantic segmentation models on a single GPU
Li, Wenxing; Lin, Ning; Zhang, Mingzhe; Lu, Hang; Chen, Xiaoming; Li, Xiaowei
Sci China Inf Sci, 2022, 65(3): 139105
Keywords: efficiency; machine learning; real-time systems; segmentation; light-weight
Cite as: Li W X, Lin N, Zhang M Z, et al. VNet: a versatile network to train real-time semantic segmentation models on a single GPU. Sci China Inf Sci, 2022, 65(3): 139105, doi: 10.1007/s11432-020-2971-8

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Automatic image matting and fusing for portrait synthesis
Yi, Zhike; Song, Wenfeng; Li, Shuai; Hao, Aimin
Sci China Inf Sci, 2022, 65(2): 124101
Keywords: neural network; automatic image matting; image fusion; deep learning; gradient domain
Cite as: Yi Z K, Song W F, Li S, et al. Automatic image matting and fusing for portrait synthesis. Sci China Inf Sci, 2022, 65(2): 124101, doi: 10.1007/s11432-021-3279-y

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AR-CNN: an attention ranking network for learning urban perception
Li, Zhetao; Chen, Ziwen; Zheng, Wei-Shi; Oh, Sangyoon; Nguyen, Kien
Sci China Inf Sci, 2022, 65(1): 112104
Keywords: ranking network; urban perception; attribute learning; attention network; colour and texture
Cite as: Li Z T, Chen Z W, Zheng W-S, et al. AR-CNN: an attention ranking network for learning urban perception. Sci China Inf Sci, 2022, 65(1): 112104, doi: 10.1007/s11432-019-2899-9

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Rethinking attribute localization for zero-shot learning
Chen, Shuhuang; Chen, Shiming; Xie, Guo-Sen; Shu, Xiangbo; You, Xinge; Li, Xuelong
Sci China Inf Sci, 2024, 67(7): 172103
Keywords: zero-shot learning; attention mechanism; attribute localization; image classification
Cite as: Chen S H, Chen S M, Xie G-S, et al. Rethinking attribute localization for zero-shot learning. Sci China Inf Sci, 2024, 67(7): 172103, doi: 10.1007/s11432-023-4051-9

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Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation
Xu, Zongyi; Huang, Xiaoshui; Yuan, Bo; Wang, Yangfu; Zhang, Qianni; Li, Weisheng; Gao, Xinbo
Sci China Inf Sci, 2024, 67(4): 142104
Keywords: point cloud semantic segmentation; large-scale indoor point clouds; point cloud alignment; overlap estimation; label transfer
Cite as: Xu Z Y, Huang X S, Yuan B, et al. Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation. Sci China Inf Sci, 2024, 67(4): 142104, doi: 10.1007/s11432-022-3928-x

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Hybrid3D: learning 3D hybrid features with point clouds and multi-view images for point cloud registration
Yang, Bangbang; Huang, Zhaoyang; Li, Yijin; Zhou, Han; Li, Hongsheng; Zhang, Guofeng; Bao, Hujun
Sci China Inf Sci, 2023, 66(7): 172101
Keywords: point cloud registration; cross-modal feature fusion; multi-view feature fusion; computer vision; deep learning
Cite as: Yang B B, Huang Z Y, Li Y J, et al. Hybrid3D: learning 3D hybrid features with point clouds and multi-view images for point cloud registration. Sci China Inf Sci, 2023, 66(7): 172101, doi: 10.1007/s11432-022-3604-6

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Difficulty-aware prior-guided hierarchical network for adaptive segmentation of breast tumors
Hussain, Sumaira; Xi, Xiaoming; Ullah, Inam; Naim, Syeda Wajiha; Shaheed, Kashif; Tian, Cuihuan; Yin, Yilong
Sci China Inf Sci, 2023, 66(2): 122104
Keywords: breast tumor; ultrasound image segmentation; deep neural network; difficulty-awareness
Cite as: Hussain S, Xi X M, Ullah I, et al. Difficulty-aware prior-guided hierarchical network for adaptive segmentation of breast tumors. Sci China Inf Sci, 2023, 66(2): 122104, doi: 10.1007/s11432-021-3340-y

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BiTGAN: bilateral generative adversarial networks for Chinese ink wash painting style transfer
He, Xiao; Zhu, Mingrui; Wang, Nannan; Wang, Xiaoyu; Gao, Xinbo
Sci China Inf Sci, 2023, 66(1): 119104
Keywords: Chinese ink wash painting; image style transfer; image-to-image translation; generative adversarial networks; GAN; bilateral-generator
Cite as: He X, Zhu M R, Wang N N, et al. BiTGAN: bilateral generative adversarial networks for Chinese ink wash painting style transfer. Sci China Inf Sci, 2023, 66(1): 119104, doi: 10.1007/s11432-022-3541-x

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Learning cross-modal interaction for RGB-T tracking
Xu, Chunyan; Cui, Zhen; Wang, Chaoqun; Zhou, Chuanwei; Yang, Jian
Sci China Inf Sci, 2023, 66(1): 119103
Keywords: RGB-T tracking; cross-modal interaction; pixel-level correlation; relation-level correlation; visual object tracking
Cite as: Xu C Y, Cui Z, Wang C Q, et al. Learning cross-modal interaction for RGB-T tracking. Sci China Inf Sci, 2023, 66(1): 119103, doi: 10.1007/s11432-021-3518-y

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Image co-segmentation based on pyramid features cross-correlation network
Chen, Jia; Chen, Yasong; Li, Weihao; Liu, Zhi; Liu, Sannyuya; Yang, Zongkai
Sci China Inf Sci, 2023, 66(1): 119101
Keywords: image co-segmentation; pyramid features; deep learning; pair-wise manner; VGG16
Cite as: Chen J, Chen Y S, Li W H, et al. Image co-segmentation based on pyramid features cross-correlation network. Sci China Inf Sci, 2023, 66(1): 119101, doi: 10.1007/s11432-021-3515-6

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A novel vision-based multi-task robotic grasp detection method for multi-object scenes
Song, Yanan; Gao, Liang; Li, Xinyu; Shen, Weiming; Peng, Kunkun
Sci China Inf Sci, 2022, 65(12): 222104
Keywords: robotic grasp detection; multi-object scene; object detection; grasp matching strategy; deep learning
Cite as: Song Y N, Gao L, Li X Y, et al. A novel vision-based multi-task robotic grasp detection method for multi-object scenes. Sci China Inf Sci, 2022, 65(12): 222104, doi: 10.1007/s11432-021-3558-y

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Reconstructing and editing fluids using the adaptive multilayer external force guiding model
Nie, Xiaoying; Hu, Yong; Shen, Xukun; Su, Zhiyuan
Sci China Inf Sci, 2022, 65(11): 212102
Keywords: reconstructing fluids; editing fluids; monocular videos; adaptive multilayer external force guiding model; generation and extinction model
Cite as: Nie X Y, Hu Y, Shen X K, et al. Reconstructing and editing fluids using the adaptive multilayer external force guiding model. Sci China Inf Sci, 2022, 65(11): 212102, doi: 10.1007/s11432-020-3322-x

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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Few-shot font style transfer with multiple style encoders
Zhang, Kejun; Zhang, Rui; Wu, Yonglin; Li, Yifei; Ling, Yonggen; Wang, Bolin; Sun, Lingyun; Li, Yingming
Sci China Inf Sci, 2022, 65(6): 160109
Keywords: font generation; image-to-image translation; generative adversarial network; multi-task learning; font fusion; style transfer
Cite as: Zhang K J, Zhang R, Wu Y L, et al. Few-shot font style transfer with multiple style encoders. Sci China Inf Sci, 2022, 65(6): 160109, doi: 10.1007/s11432-021-3435-8

Special Focus on Deep Learning for Computer Vision (2022)
SCIS Selected Articles on Deep Learning for Computer Vision (DLCV)
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Comprehensive benchmark datasets for Amharic scene text detection and recognition
DIKUBAB, Wondimu; LIANG, Dingkang; LIAO, Minghui; BAI, Xiang
Sci China Inf Sci, 2022, 65(6): 160106
Keywords: Amharic script; scene text; text detection; text recognition; Amharic text
Cite as: Dikubab W, Liang D K, Liao M H, et al. Comprehensive benchmark datasets for Amharic scene text detection and recognition. Sci China Inf Sci, 2022, 65(6): 160106, doi: 10.1007/s11432-021-3447-9

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Self-adjustable hyper-graphs for video pose estimation based on spatial-temporal subspace construction
Ma, Jizhou; Li, Shuai; Qin, Hong; Hao, Aimin; Zhao, Qinping
Sci China Inf Sci, 2022, 65(3): 139101
Keywords: video pose estimation; self-adjustable hyper-graph; spatial-temporal subspace exploration; maximum matching subspace operator; action pattern
Cite as: Ma J Z, Li S, Qin H, et al. Self-adjustable hyper-graphs for video pose estimation based on spatial-temporal subspace construction. Sci China Inf Sci, 2022, 65(3): 139101, doi: 10.1007/s11432-019-2869-x

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Multi-receptive field interaction network for shape from polarization
Peng, Yini; Liu, Rui; Zhang, Zhiyuan; Wang, Zhongyuan; Ma, Jiayi; Tian, Xin
Sci China Inf Sci, 2025, 68(1): 119102
Keywords: shape from polarization; 3D reconstruction; deep learning; multi-receptive field interaction; surface normal
Cite as: Peng Y N, Liu R, Zhang Z Y, et al. Multi-receptive field interaction network for shape from polarization. Sci China Inf Sci, 2025, 68(1): 119102, doi: 10.1007/s11432-024-4212-2

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DcnnGrasp: towards accurate grasp pattern recognition with adaptive regularizer learning
Zhang X Q, Huang Z W, Zheng J J, et al
Sci China Inf Sci, 2024, 67(12): 229102
Keywords: grasp pattern recognition; computer vision; convolutional neural networks; deep learning; adaptive regularizer learning
Cite as: Zhang X Q, Huang Z W, Zheng J J, et al. DcnnGrasp: towards accurate grasp pattern recognition with adaptive regularizer learning. Sci China Inf Sci, 2024, 67(12): 229102, doi: 10.1007/s11432-022-4237-4

Special Topic: Large Multimodal Models
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ChemDFM-X: towards large multimodal model for chemistry
Zhao Z H, Chen B, Li J P, et al
Sci China Inf Sci, 2024, 67(12): 220109
Keywords: LMM; AI for Science; Instruction-Tuning; Cross-Modality; Chemistry
Cite as: Zhao Z H, Chen B, Li J P, et al. ChemDFM-X: towards large multimodal model for chemistry. Sci China Inf Sci, 2024, 67(12): 220109, doi: 10.1007/s11432-024-4243-0

Special Topic: Large Multimodal Models
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COMET: "cone of experience" enhanced large multimodal model for mathematical problem generation
Liu S N Y, Feng J T, Yang Z K, et al
Sci China Inf Sci, 2024, 67(12): 220108
Keywords: mathematical problem generation; mathematical problem solving; large multimodal model; LMM; educational application; smart education
Cite as: Liu S N Y, Feng J T, Yang Z K, et al. COMET: "cone of experience" enhanced large multimodal model for mathematical problem generation. Sci China Inf Sci, 2024, 67(12): 220108, doi: 10.1007/s11432-024-4242-0

Special Topic: Large Multimodal Models
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Modality-experts coordinated adaptation for large multimodal models
Zhang Y, Ji Z, Pang Y W, et al
Sci China Inf Sci, 2024, 67(12): 220107
Keywords: large multimodal model; LMM; multimodal learning; vision-language pretraining; parameter-efficient fine-tuning; adapter; modality expert
Cite as: Zhang Y, Ji Z, Pang Y W, et al. Modality-experts coordinated adaptation for large multimodal models. Sci China Inf Sci, 2024, 67(12): 220107, doi: 10.1007/s11432-024-4234-4

Special Topic: Large Multimodal Models
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DocPedia: unleashing the power of large multimodal model in the frequency domain for versatile document understanding
Feng H, Liu Q, Liu H, et al
Sci China Inf Sci, 2024, 67(12): 220106
Keywords: document understanding; large multimodal model; LMM; OCR-free; high-resolution; frequency
Cite as: Feng H, Liu Q, Liu H, et al. DocPedia: unleashing the power of large multimodal model in the frequency domain for versatile document understanding. Sci China Inf Sci, 2024, 67(12): 220106, doi: 10.1007/s11432-024-4250-y

Special Topic: Large Multimodal Models
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Woodpecker: hallucination correction for multimodal large language models
Yin S K, Fu C Y, Zhao S R, et al
Sci China Inf Sci, 2024, 67(12): 220105
Keywords: multimodal learning; multimodal large language models; hallucination correction; large language models; vision and language; LMM
Cite as: Yin S K, Fu C Y, Zhao S R, et al. Woodpecker: hallucination correction for multimodal large language models. Sci China Inf Sci, 2024, 67(12): 220105, doi: 10.1007/s11432-024-4251-x

Special Topic: Large Multimodal Models
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MMInstruct: a high-quality multi-modal instruction tuning dataset with extensive diversity
Liu Y Z, Cao Y, Gao Z W, et al
Sci China Inf Sci, 2024, 67(12): 220103
Keywords: instruction tuning; multi-modal; multi-domain; dataset; vision large language model; LMM
Cite as: Liu Y Z, Cao Y, Gao Z W, et al. MMInstruct: a high-quality multi-modal instruction tuning dataset with extensive diversity. Sci China Inf Sci, 2024, 67(12): 220103, doi: 10.1007/s11432-024-4187-3

Special Topic: Large Multimodal Models
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OCRBench: on the hidden mystery of OCR in large multimodal models
Liu Y L, Li Z, Huang M X, et al
Sci China Inf Sci, 2024, 67(12): 220102
Keywords: large multimodal model; LMM; OCR; text recognition; scene text-centric VQA; document-oriented VQA; key information extraction; handwritten mathematical expression recognition
Cite as: Liu Y L, Li Z, Huang M X, et al. OCRBench: on the hidden mystery of OCR in large multimodal models. Sci China Inf Sci, 2024, 67(12): 220102, doi: 10.1007/s11432-024-4235-6

Special Topic: Large Multimodal Models
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How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suites
Chen Z, Wang W Y, Tian H, et al
Sci China Inf Sci, 2024, 67(12): 220101
Keywords: multimodal model; open-source; vision encoder; dynamic resolution; bilingual dataset; LMM
Cite as: Chen Z, Wang W Y, Tian H, et al. How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suites. Sci China Inf Sci, 2024, 67(12): 220101, doi: 10.1007/s11432-024-4231-5

PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Embodied computational imaging: a new paradigm for observing and analyzing spatiotemporally ultrasensitive phenomena at multiple scales
Chen, Baoquan; Lin, Zhouchen; Xi, Peng; Liu, Yebin; Chen, Xiaodian
Sci China Inf Sci, 2024, 67(11): 216101
Keywords: computational imaging; embodied AI; generative AI; microscopic imaging; time-domain astronomy
Cite as: Chen B Q, Lin Z C, Xi P, et al. Embodied computational imaging: a new paradigm for observing and analyzing spatiotemporally ultrasensitive phenomena at multiple scales. Sci China Inf Sci, 2024, 67(11): 216101, doi: 10.1007/s11432-024-4121-0

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PointSmile: point self-supervised learning via curriculum mutual information
Li, Xin; Wei, Mingqiang; Chen, Songcan
Sci China Inf Sci, 2024, 67(11): 212104
Keywords: PointSmile; self-supervised learning; curriculum mutual information; point cloud; representation learning
Cite as: Li X, Wei M Q, Chen S C. PointSmile: point self-supervised learning via curriculum mutual information. Sci China Inf Sci, 2024, 67(11): 212104, doi: 10.1007/s11432-023-4085-9

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Robust video question answering via contrastive cross-modality representation learning
Yang, Xun; Zeng, Jianming; Guo, Dan; Wang, Shanshan; Dong, Jianfeng; Wang, Meng
Sci China Inf Sci, 2024, 67(10): 202104
Keywords: video question answering; cross-modality fusion; contrastive learning; cross-media reasoning
Cite as: Yang X, Zeng J M, Guo D, et al. Robust video question answering via contrastive cross-modality representation learning. Sci China Inf Sci, 2024, 67(10): 202104, doi: 10.1007/s11432-023-4084-6

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Saliency-guided meta-hallucinator for few-shot learning
Zhang, Hongguang; Liu, Chun; Wang, Jiandong; Ma, Linru; Koniusz, Piotr; Torr, Philip H. S.; Yang, Lin
Sci China Inf Sci, 2024, 67(10): 202103
Keywords: few-shot learning; saliency detection; object recognition; anomaly detection; computer vision
Cite as: Zhang H G, Liu C, Wang J D, et al. Saliency-guided meta-hallucinator for few-shot learning. Sci China Inf Sci, 2024, 67(10): 202103, doi: 10.1007/s11432-023-4113-1

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Relative difficulty distillation for semantic segmentation
Liang, Dong; Sun, Yue; Du, Yun; Chen, Songcan; Huang, Sheng-Jun
Sci China Inf Sci, 2024, 67(9): 192105
Keywords: knowledge distillation; semantic segmentation; relative difficulty; sample weighting; prediction discrepancy
Cite as: Liang D, Sun Y, Du Y, et al. Relative difficulty distillation for semantic segmentation. Sci China Inf Sci, 2024, 67(9): 192105, doi: 10.1007/s11432-023-4061-2

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Wavelet-domain feature decoupling for weakly supervised multi-object tracking
Li, Yu-Lei; Yan, Yan; Lu, Yang; Wang, Hanzi
Sci China Inf Sci, 2024, 67(8): 189102
Keywords: multi-object tracking; weakly supervised learning; feature-decoupling transformer; noisy intermediate features; well-refined embedding features
Cite as: Li Y-L, Yan Y, Lu Y, et al. Wavelet-domain feature decoupling for weakly supervised multi-object tracking. Sci China Inf Sci, 2024, 67(8): 189102, doi: 10.1007/s11432-022-4097-y

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SeeMore: a spatiotemporal predictive model with bidirectional distillation and level-specific meta-adaptation
Ma, Yuqing; Liu, Wei; Gao, Yajun; Yuan, Yang; Bai, Shihao; Qin, Haotong; Liu, Xianglong
Sci China Inf Sci, 2024, 67(8): 182104
Keywords: spatiotemporal predictive learning; knowledge transfer; bidirectional distillation network; level-specific meta-adapter; coarse-to-fine training
Cite as: Ma Y Q, Liu W, Gao Y J, et al. SeeMore: a spatiotemporal predictive model with bidirectional distillation and level-specific meta-adaptation. Sci China Inf Sci, 2024, 67(8): 182104, doi: 10.1007/s11432-022-3859-8

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Towards imbalanced motion: part-decoupling network for video portrait segmentation
Yu, Tianshu; Xia, Changqun; Li, Jia
Sci China Inf Sci, 2024, 67(7): 172104
Keywords: video portrait segmentation; imbalanced motion; unsupervised part decoupling; motion correlation; inter-frame attention
Cite as: Yu T S, Xia C Q, Li J. Towards imbalanced motion: part-decoupling network for video portrait segmentation. Sci China Inf Sci, 2024, 67(7): 172104, doi: 10.1007/s11432-023-4030-y

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Pyramid-resolution person restoration for cross-resolution person re-identification
Peng, Chunlei; Wang, Bo; Liu, Decheng; Wang, Nannan; Gao, Xinbo
Sci China Inf Sci, 2024, 67(6): 169101
Keywords: pyramid-resolution; cross-resolution person ReID; image restoration; feature distance fusion; multi-resolution person ReID
Cite as: Peng C L, Wang B, Liu D C, et al. Pyramid-resolution person restoration for cross-resolution person re-identification. Sci China Inf Sci, 2024, 67(6): 169101, doi: 10.1007/s11432-023-4023-y

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Meta label associated loss for fine-grained visual recognition
Li, Yanchao; Xiao, Fu; Li, Hao; Li, Qun; Yu, Shui
Sci China Inf Sci, 2024, 67(6): 162102
Keywords: label associated loss; weighting noisy samples; fine-grained visual recognition; noise-tolerant learning; meta-learning
Cite as: Li Y C, Xiao F, Li H, et al. Meta label associated loss for fine-grained visual recognition. Sci China Inf Sci, 2024, 67(6): 162102, doi: 10.1007/s11432-023-3922-2

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SAM3D: zero-shot 3D object detection via the segment anything model
Zhang, Dingyuan; Liang, Dingkang; Yang, Hongcheng; Zou, Zhikang; Ye, Xiaoqing; Liu, Zhe; Bai, Xiang
Sci China Inf Sci, 2024, 67(4): 149101
Keywords: Zero-shot 3D Object Detection; Foundation Model; Segment Anything Model; BEV Perception; Segmentation
Cite as: Zhang D Y, Liang D K, Yang H C, et al. SAM3D: zero-shot 3D object detection via the segment anything model. Sci China Inf Sci, 2024, 67(4): 149101, doi: 10.1007/s11432-023-3943-6

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Scene text recognition via dual character counting-aware visual and semantic modeling network
Xiao, Ke; Zhu, Anna; Iwana, Brian Kenji; Liu, Cheng-Lin
Sci China Inf Sci, 2024, 67(3): 139101
Keywords: scene text recognition; language model; document analysis; deep learning; attention mechanism
Cite as: Xiao K, Zhu A N, K Iwana B K, et al. Scene text recognition via dual character counting-aware visual and semantic modeling network. Sci China Inf Sci, 2024, 67(3): 139101, doi: 10.1007/s11432-023-3935-8

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A unified user behavior model for trajectory-based tasks with different types of path constraints
Zhang, Hao; Huang, Jin; Tu, Huawei; Tian, Feng; Dai, Guozhong; Wang, Hongan
Sci China Inf Sci, 2023, 66(10): 204101
Keywords: human-computer interaction; user behavior modeling; artificial potential field; trajectory-based task; trajectory predicting
Cite as: Zhang H, Huang J, Tu H W, et al. A unified user behavior model for trajectory-based tasks with different types of path constraints. Sci China Inf Sci, 2023, 66(10): 204101, doi: 10.1007/s11432-023-3779-5

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NeuralReshaper: single-image human-body retouching with deep neural networks
Chen, Beijia; Shen, Yuefan; Fu, Hongbo; Chen, Xiang; Zhou, Kun; Zheng, Youyi
Sci China Inf Sci, 2023, 66(9): 199101
Keywords: image manipulation; human-body reshaping; deep neural networks; generative adversarial network; self-supervised learning
Cite as: Chen B J, Shen Y F, Fu H B, et al. NeuralReshaper: single-image human-body retouching with deep neural networks. Sci China Inf Sci, 2023, 66(9): 199101, doi: 10.1007/s11432-022-3675-1

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An energy constraint position-based dynamics with corrected SPH kernel
Cao, Wei; Lyu, Luan; Yang, Zhixin; Wu, Enhua
Sci China Inf Sci, 2023, 66(1): 112108
Keywords: position-based dynamics; deformable solids; continuum mechanics
Cite as: Cao W, Lyu L, Yang Z X, et al. An energy constraint position-based dynamics with corrected SPH kernel. Sci China Inf Sci, 2023, 66(1): 112108, doi: 10.1007/s11432-021-3464-2

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Ensemble of half-space trees for hyperspectral anomaly detection
Huang, Ju; Li, Xuelong
Sci China Inf Sci, 2022, 65(9): 192103
Keywords: hyperspectral image; anomaly detection; extended morphological attribute profile; mass esti- mation; half-space tree
Cite as: Huang J, Li X L. Ensemble of half-space trees for hyperspectral anomaly detection. Sci China Inf Sci, 2022, 65(9): 192103, doi: 10.1007/s11432-021-3310-x

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3DPF-FBN: video inpainting by jointly 3D-patch filling and neural network refinement
Huang, Yan; Yang, Chuanchuan; Chen, Zhangyuan
Sci China Inf Sci, 2022, 65(7): 179103
Keywords: video inpainting; patch-based searching; optical flow; neural network; refinement
Cite as: Huang Y, Yang C C, Chen Z Y. 3DPF-FBN: video inpainting by jointly 3D-patch filling and neural network refinement. Sci China Inf Sci, 2022, 65(7): 179103, doi: 10.1007/s11432-019-2956-6

计算机理论(9)

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Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program
Liang, Jing; Qu, Boyang; Li, Baolei; Yu, Kunjie; Yue, Caitong
Sci China Inf Sci, 2022, 65(7): 179102
Keywords: multi-strategy optimization algorithm; sequence quadratic program; nonlinear equation system; multimodal optimization; multiple swarms optimization algorithm
Cite as: Liang J, Qu B Y, Li B L, et al. Locating multiple roots of nonlinear equation systems via multi-strategy optimization algorithm with sequence quadratic program. Sci China Inf Sci, 2022, 65(7): 179102, doi: 10.1007/s11432-019-2882-0

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

Auto-scalable and fault-tolerant load balancing mechanism for cloud computing based on the proof-of-work election
Feng, Xiaoqin; Ma, Jianfeng; Liu, Shaobin; Miao, Yinbin; Liu, Ximeng
Sci China Inf Sci, 2022, 65(1): 112102
Keywords: cloud computing; load balancing; auto-scalable; proof-of-work; fault-tolerant
Cite as: Feng X Q, Ma J F, Liu S B, et al. Auto-scalable and fault-tolerant load balancing mechanism for cloud computing based on the proof-of-work election. Sci China Inf Sci, 2022, 65(1): 112102, doi: 10.1007/s11432-020-2939-3

LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Monodirectional evolutional symport tissue P systems with channel states and cell division
Song, Bosheng; Li, Kenli; Zeng, Xiangxiang; Perez-Jimenez, Mario J.; Zandron, Claudio
Sci China Inf Sci, 2023, 66(3): 139104
Keywords: Bio-inspired computing; tissue P system; channel state; cell division; symport rule; antiport rule
Cite as: Song B S, Li K L, Zeng X X, et al. Monodirectional evolutional symport tissue P systems with channel states and cell division. Sci China Inf Sci, 2023, 66(3): 139104, doi: 10.1007/s11432-021-3478-8

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Safety guarantee for time-delay systems with disturbances
Liu, Wenyou; Bai, Yunjun; Jiao, Li; Zhan, Naijun
Sci China Inf Sci, 2023, 66(3): 132102
Keywords: time-delay systems; delay differential equations; control barrier functionals; controllers; safety
Cite as: Liu W Y, Bai Y J, Jiao L, et al. Safety guarantee for time-delay systems with disturbances. Sci China Inf Sci, 2023, 66(3): 132102, doi: 10.1007/s11432-020-3266-6

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Improved kernels for triangle packing in tournaments
Yuan, Hanchun; Feng, Qilong; Wang, Jianxin
Sci China Inf Sci, 2023, 66(5): 152104
Keywords: tournaments; triangle packing; kernelization; fixed-parameter tractable; graph algorithms
Cite as: Yuan H C, Feng Q L, Wang J X. Improved kernels for triangle packing in tournaments. Sci China Inf Sci, 2023, 66(5): 152104, doi: 10.1007/s11432-021-3551-2

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Massive self-organized shape formation in grid environments
Chu, Wenjie; Zhang, Wei; Zhao, Haiyan; Jin, Zhi; Mei, Hong
Sci China Inf Sci, 2022, 65(6): 164101
Keywords: shape formation; self-organization; artificial light field; multi-agent path planning; collective intelligence
Cite as: Chu W J, Zhang W, Zhao H Y, et al. Massive self-organized shape formation in grid environments. Sci China Inf Sci, 2022, 65(6): 164101, doi: 10.1007/s11432-021-3358-y

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Efficient distributed algorithms for holistic aggregation functions on random regular graphs
Jia, Lin; Hua, Qiang-Sheng; Fan, Haoqiang; Wang, Qiuping; Jin, Hai
Sci China Inf Sci, 2022, 65(5): 152101
Keywords: distributed algorithms; holistic aggregation function; random regular graph; congest model; communication complexity; round complexity
Cite as: Jia L, Hua Q-S, Fan H Q, et al. Efficient distributed algorithms for holistic aggregation functions on random regular graphs. Sci China Inf Sci, 2022, 65(5): 152101, doi: 10.1007/s11432-020-2996-2

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Optimizing local search-based partial MaxSAT solving via initial assignment prediction
Liu, Chanjuan; Liu, Guangyuan; Luo, Chuan; Cai, Shaowei; Lei, Zhendong; Zhang, Wenjie; Chu, Yi; Zhang, Guojing
Sci China Inf Sci, 2025, 68(2): 122101
Keywords: MaxSAT; local search; initial assignment; incomplete method; assignment prediction
Cite as: Liu C J, Liu G Y, Luo C, et al. Optimizing local search-based partial MaxSAT solving via initial assignment prediction. Sci China Inf Sci, 2025, 68(2): 122101, doi: 10.1007/s11432-023-3900-7

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On optimal streaming kernelization algorithms
Feng, Hao; Yang, Wei; Chen, Jianer
Sci China Inf Sci, 2024, 67(8): 189101
Keywords: streaming algorithm; kernelization algorithm; vertex cover; big data; space complexity
Cite as: Feng H, Yang W, Chen J E. On optimal streaming kernelization algorithms. Sci China Inf Sci, 2024, 67(8): 189101, doi: 10.1007/s11432-023-4080-3

高性能计算(28)

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 20

Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment
Dai, Hulin; Peng, Xuan; Shi, Xuanhua; He, Ligang; Xiong, Qian; Jin, Hai
Sci China Inf Sci, 2022, 65(1): 112103
Keywords: deep learning; performance; comparison; tensorflow; pytorch
Cite as: Dai H L, Peng X, Shi X H, et al. Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment. Sci China Inf Sci, 2022, 65(1): 112103, doi: 10.1007/s11432-020-3182-1

POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 17

Towards trustworthy blockchain systems in the era of “Internet of value”: development, challenges, and future trends
Jin, Hai; Xiao, Jiang
Sci China Inf Sci, 2022, 65(5): 153101
Keywords: blockchain; distributed systems; internet of value; challenges; development
Cite as: Jin H, Xiao J. Towards trustworthy blockchain systems in the era of “Internet of value”: development, challenges, and future trends. Sci China Inf Sci, 2022, 65(5): 153101, doi: 10.1007/s11432-020-3183-0

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Communication and performance evaluation of 3-ary n-cubes onto network-on-chips
Fan, Weibei; Fan, Jianxi; Zhang, Yujie; Han, Zhijie; Chen, Guoliang
Sci China Inf Sci, 2022, 65(7): 179101
Keywords: network-on-chip; 3-ary n-cube; topology mapping; wirelength; performance evaluation
Cite as: Fan W B, Fan J X, Zhang Y J, et al. Communication and performance evaluation of 3-ary n-cubes onto network-on-chips. Sci China Inf Sci, 2022, 65(7): 179101, doi: 10.1007/s11432-019-2794-9

NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Hetu: a highly efficient automatic parallel distributed deep learning system
Miao, Xupeng; Nie, Xiaonan; Zhang, Hailin; Zhao, Tong; Cui, Bin
Sci China Inf Sci, 2023, 66(1): 117101
Keywords: deep learning; distributed system; artificial intelligence; parallel computing; machine learning
Cite as: Miao X P, Nie X N, Zhang H L, et al. Hetu: a highly efficient automatic parallel distributed deep learning system. Sci China Inf Sci, 2023, 66(1): 117101, doi: 10.1007/s11432-022-3581-9

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A self-tuning client-side metadata prefetching scheme for wide area network file systems
Wei, Bing; Xiao, Limin; Song, Yao; Qin, Guangjun; Zhu, Jinbin; Yan, Baicheng; Wang, Chaobo; Huo, Zhisheng
Sci China Inf Sci, 2022, 65(3): 132101
Keywords: wide area network file systems; multiple workloads; metadata prefetching; correlation-directed prefetching; directory-directed prefetching; self-tuning prefetching
Cite as: Wei B, Xiao L M, Song Y, et al. A self-tuning client-side metadata prefetching scheme for wide area network file systems. Sci China Inf Sci, 2022, 65(3): 132101, doi: 10.1007/s11432-019-2833-1

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Scheduling multi-tenant cloud workflow tasks with resource reliability
Li, Xiaoping; Pan, Dongyuan; Wang, Yadi; Ruiz, Ruben
Sci China Inf Sci, 2022, 65(9): 192106
Keywords: multi-tenancy; resource reliability; cloud computing; scheduling
Cite as: Li X P, Pan D Y, Wang Y D, et al. Scheduling multi-tenant cloud workflow tasks with resource reliability. Sci China Inf Sci, 2022, 65(9): 192106, doi: 10.1007/s11432-020-3295-2

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Stabilizing and boosting I/O performance for file systems with journaling on NVMe SSD
Qian, Lin; Tang, Bin; Ye, Baoliu; Wu, Jianyu; Wang, Xiaoliang; Lu, Sanglu
Sci China Inf Sci, 2022, 65(3): 132102
Keywords: journaling file systems; nvme ssd; microwrite merging; hash table; ceph
Cite as: Qian L, Tang B, Ye B L, et al. Stabilizing and boosting I/O performance for file systems with journaling on NVMe SSD. Sci China Inf Sci, 2022, 65(3): 132102, doi: 10.1007/s11432-019-2808-x

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SMAF: a secure and makespan-aware framework for executing serverless workflows
Zhang, Shuai; Guo, Yunfei; Guo, Zehua; Hu, Hongchao; Chen, Guozhen
Sci China Inf Sci, 2023, 66(3): 139105
Keywords: serverless computing; workflow scheduling; security; makespan; proactive Defense
Cite as: Zhang S, Guo Y F, Guo Z H, et al. SMAF: a secure and makespan-aware framework for executing serverless workflows. Sci China Inf Sci, 2023, 66(3): 139105, doi: 10.1007/s11432-021-3408-y

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A fully-customized dataflow engine for 3D earthquake simulation with a complex topography
Chen, Bingwei; Fu, Haohuan; Luk, Wayne; Yang, Guangwen
Sci China Inf Sci, 2022, 65(5): 152103
Keywords: reconfigurable computing; earthquake simulation; fpga; hardware-software co-design; architecture exploration
Cite as: Chen B W, Fu H H, Luk W, et al. A fully-customized dataflow engine for 3D earthquake simulation with a complex topography. Sci China Inf Sci, 2022, 65(5): 152103, doi: 10.1007/s11432-020-2976-5

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Practical cloud storage auditing using serverless computing
Chen, Fei; Cai, Jianquan; Xiang, Tao; Liao, Xiaofeng
Sci China Inf Sci, 2024, 67(3): 132102
Keywords: cloud storage auditing; serverless computing; object storage; usability
Cite as: Chen F, Cai J Q, Xiang T, et al. Practical cloud storage auditing using serverless computing. Sci China Inf Sci, 2024, 67(3): 132102, doi: 10.1007/s11432-022-3597-3

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HTDcr: a job execution framework for high-throughput computing on supercomputers
Jiang, Jiazhi; Huang, Dan; Chen, Hu; Lu, Yutong; Liao, Xiangke
Sci China Inf Sci, 2024, 67(1): 112104
Keywords: high-throughput computing; supercomputer; task scheduling; middleware; password guessing
Cite as: Jiang J Z, Huang D, Chen H, et al. HTDcr: a job execution framework for high-throughput computing on supercomputers. Sci China Inf Sci, 2024, 67(1): 112104, doi: 10.1007/s11432-022-3657-3

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Accelerate distributed deep learning with cluster-aware sketch quantization
Ge, Keshi; Zhang, Yiming; Fu, Yongquan; Lai, Zhiquan; Deng, Xiaoge; Li, Dongsheng
Sci China Inf Sci, 2023, 66(6): 162102
Keywords: distributed training; deep learning; communication; sketch; quantization
Cite as: Ge K S, Zhang Y M, Fu Y Q, et al. Accelerate distributed deep learning with cluster-aware sketch quantization. Sci China Inf Sci, 2023, 66(6): 162102, doi: 10.1007/s11432-021-3532-8

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Solving multi-objective constrained minimum weighted bipartite assignment problem: a case study on energy-aware radio broadcast scheduling
Zhou, Yupeng; Fan, Mingjie; Ma, Feifei; Yin, Minghao
Sci China Inf Sci, 2022, 65(8): 182101
Keywords: constrained minimum weighted bipartite assignment; multi-objective energy-aware radio broadcast scheduling; evolutionary algorithms; dynamic resource allocation; aggregate local search
Cite as: Zhou Y P, Fan M J, Ma F F, et al. Solving multi-objective constrained minimum weighted bipartite assignment problem: a case study on energy-aware radio broadcast scheduling. Sci China Inf Sci, 2022, 65(8): 182101, doi: 10.1007/s11432-019-3017-9

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Power synchronization: taming massive diversified serverless functions under power constraints
Liu, Du; Zhang, Lu; Xu, Yechen; Wang, Xinkai; Sun, Lingyu; Pu, Yifei; Hou, Xiaofeng; Guo, Minyi; Li, Chao
Sci China Inf Sci, 2025, 68(3): 132101
Keywords: serverless computing; variability; energy efficiency; power management; power synchronization
Cite as: Liu D, Zhang L, Xu Y C, et al. Power synchronization: taming massive diversified serverless functions under power constraints. Sci China Inf Sci, 2025, 68(3): 132101, doi: 10.1007/s11432-022-3882-y

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An efficient binary programming method for black-box optimization and its application in processor design
Lv X L, Zhai Q Z, Hu J C, et al
Sci China Inf Sci, 2024, 67(12): 222102
Keywords: black-box optimization; binary programming; design space exploration; processor design; expensive simulation system
Cite as: Lv X L, Zhai Q Z, Hu J C, et al. An efficient binary programming method for black-box optimization and its application in processor design. Sci China Inf Sci, 2024, 67(12): 222102, doi: 10.1007/s11432-023-3963-7

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MuxFlow: efficient GPU sharing in production-level clusters with more than 10000 GPUs
Liu X Z:, Zhao Y H, Liu S F, et al
Sci China Inf Sci, 2024, 67(12): 222101
Keywords: GPU cluster; deep learning workload; cluster management; GPU sharing; deployed system
Cite as: Liu X Z:, Zhao Y H, Liu S F, et al. MuxFlow: efficient GPU sharing in production-level clusters with more than 10000 GPUs. Sci China Inf Sci, 2024, 67(12): 222101, doi: 10.1007/s11432-024-4227-2

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SDCC: software-defined collective communication for distributed training
Jin, Xin; Zhang, Zhen; Jia, Yunshan; Ma, Yun; Liu, Xuanzhe
Sci China Inf Sci, 2024, 67(9): 192104
Keywords: machine learning systems; distributed training; deep learning; collective communication; software-defined networking
Cite as: Jin X, Zhang Z, Jia Y S, et al. SDCC: software-defined collective communication for distributed training. Sci China Inf Sci, 2024, 67(9): 192104, doi: 10.1007/s11432-023-3894-4

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OpBench: an operator-level GPU benchmark for deep learning
Gu, Qingwen; Fan, Bo; Liu, Zhengning; Cao, Kaicheng; Zhang, Songhai; Hu, Shimin
Sci China Inf Sci, 2024, 67(9): 192102
Keywords: deep learning; operator benchmark; model benchmark; GPU performance analysis; deep neural networks
Cite as: Gu Q W:, Fan B, Liu Z N, et al. OpBench: an operator-level GPU benchmark for deep learning. Sci China Inf Sci, 2024, 67(9): 192102, doi: 10.1007/s11432-023-3989-3

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Adaptive joint configuration optimization for collaborative inference in edge-cloud systems
Yang, Zheming; Ji, Wen; Wang, Zhi
Sci China Inf Sci, 2024, 67(4): 149103
Keywords: edge computing; collaborative inference; robust optimization; multi-model; joint configuration
Cite as: Yang Z M, Ji W, Wang Z. Adaptive joint configuration optimization for collaborative inference in edge-cloud systems. Sci China Inf Sci, 2024, 67(4): 149103, doi: 10.1007/s11432-023-3957-4

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A smart hybrid memory scheduling approach using neural models
Zhen, Yanjie; Zhang, Huijun; Deng, Yongheng; Chen, Weining; Gao, Wei; Ren, Ju; Chen, Yu
Sci China Inf Sci, 2024, 67(4): 149102
Keywords: Computer Architecture; Hybrid Memory Management; Page Scheduling; Neural Model; Long Short-Term Memory; Clustering
Cite as: Zhen Y J, Zhang H J, Deng Y H, et al. A smart hybrid memory scheduling approach using neural models. Sci China Inf Sci, 2024, 67(4): 149102, doi: 10.1007/s11432-023-3925-2

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Jigsaw-Sketch: a fast and accurate algorithm for finding top-k elephant flows in high-speed networks
Zhang, Boyu; Huang, He; Sun, Yu-E; Du, Yang; Wang, Dan
Sci China Inf Sci, 2024, 67(4): 142101
Keywords: sketch; top-k; network measurement; elephant flow; high-speed networks
Cite as: Zhang B Y, Huang H, Sun Y-E, et al. Jigsaw-Sketch: a fast and accurate algorithm for finding top-k elephant flows in high-speed networks. Sci China Inf Sci, 2024, 67(4): 142101, doi: 10.1007/s11432-022-3794-1

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Mitigate noisy data for smart IoT via GAN based machine unlearning
Ma, Zhuo; Yang, Yilong; Liu, Yang; Liu, Xinjing; Ma, Jianfeng
Sci China Inf Sci, 2024, 67(3): 132104
Keywords: machine unlearning; generative adversarial network; out of distribution data; Internet of Thing; neural network
Cite as: Ma Z, Yang Y L, Liu Y, et al. Mitigate noisy data for smart IoT via GAN based machine unlearning. Sci China Inf Sci, 2024, 67(3): 132104, doi: 10.1007/s11432-022-3671-9

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A blockchain-based data auditing scheme with key-exposure resistance for IIoT
Yang, Pan; Ren, Jingli
Sci China Inf Sci, 2024, 67(2): 129102
Keywords: consortium blockchain; data auditing; key exposure resistance; fairness; industrial Internet of Things; IIoT; IoT
Cite as: Yang P, Ren J L. A blockchain-based data auditing scheme with key-exposure resistance for IIoT. Sci China Inf Sci, 2024, 67(2): 129102, doi: 10.1007/s11432-023-3828-7

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Building a domain-specific compiler for emerging processors with a reusable approach
Li, Mingzhen; Liu, Yi; Chen, Bangduo; Yang, Hailong; Luan, Zhongzhi; Qian, Depei
Sci China Inf Sci, 2024, 67(1): 112101
Keywords: domain-specific compiler; emerging processor; reusable dialect; performance optimization; MLIR
Cite as: Li M Z, Liu Y, Chen B D, et al. Building a domain-specific compiler for emerging processors with a reusable approach. Sci China Inf Sci, 2024, 67(1): 112101, doi: 10.1007/s11432-022-3727-6

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Chip design with machine learning: a survey from algorithm perspective
He, Wenkai; Li, Xiaqing; Song, Xinkai; Hao, Yifan; Zhang, Rui; Du, Zidong; Chen, Yunji
Sci China Inf Sci, 2023, 66(11): 211101
Keywords: chip design; machine learning; chip design automation; design result estimation; design optimization and correction; design construction
Cite as: He W K, Li X Q, Song X K, et al. Chip design with machine learning: a survey from algorithm perspective. Sci China Inf Sci, 2023, 66(11): 211101, doi: 10.1007/s11432-022-3772-8

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Rescue to the Curse of universality
Zhao, Yongwei; Du, Zidong; Guo, Qi; Xu, Zhiwei; Chen, Yunji
Sci China Inf Sci, 2023, 66(9): 192102
Keywords: universality; general-purpose architecture; specialized architecture; deep learning processor; universal circuit
Cite as: Zhao Y W, Du Z D, Guo Q, et al. Rescue to the Curse of universality. Sci China Inf Sci, 2023, 66(9): 192102, doi: 10.1007/s11432-021-3596-x

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Towards real-time ML-based DDoS detection via cost-efficient window-based feature extraction
Li, Haibin; Zhao, Yi; Yao, Wenbing; Xu, Ke; Li, Qi
Sci China Inf Sci, 2023, 66(5): 152105
Keywords: DDoS attack; machine learning; feature extraction; detection delay; cost-efficiency
Cite as: Li H B, Zhao Y, Yao W B, et al. Towards real-time ML-based DDoS detection via cost-efficient window-based feature extraction. Sci China Inf Sci, 2023, 66(5): 152105, doi: 10.1007/s11432-021-3545-0

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SWVM: a light-weighted virtualization platform based on Sunway CPU architecture
Yao, Jianguo; Lu, Qiumin; Wang, Xingyan; Wang, Chao; Ma, Hanyang; Guan, Haibing
Sci China Inf Sci, 2022, 65(6): 169101
Keywords: sunway; virtualization; hypervisor; light-weighted; virtual machines
Cite as: Yao J G, Lu Q M, Wang X Y, et al. SWVM: a light-weighted virtualization platform based on Sunway CPU architecture. Sci China Inf Sci, 2022, 65(6): 169101, doi: 10.1007/s11432-019-2769-4

信息安全(42)

Highly Cited in 202407 RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Model architecture level privacy leakage in neural networks
Li, Yan; Yan, Hongyang; Huang, Teng; Pan, Zijie; Lai, Jiewei; Zhang, Xiaoxue; Chen, Kongyang; Li, Jin
Sci China Inf Sci, 2024, 67(3): 132101
Keywords: neural architecture search; data reconstruction attack; membership inference attack
Cite as: Li Y, Yan H Y, Huang T, et al. Model architecture level privacy leakage in neural networks. Sci China Inf Sci, 2024, 67(3): 132101, doi: 10.1007/s11432-022-3507-7

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Transaction transmission model for blockchain channels based on non-cooperative games
Zhang, Peiyun; Li, Chenxi; Zhou, Mengchu; Huang, Wenjun; Abusorrah, Abdullah; Bamasag, Omaimah O.
Sci China Inf Sci, 2023, 66(1): 112105
Keywords: Blockchain channel; transaction transmission; channel balance; channel state; channel transmission probability; non-cooperative game
Cite as: Zhang P Y, Li C X, Zhou M C, et al. Transaction transmission model for blockchain channels based on non-cooperative games. Sci China Inf Sci, 2023, 66(1): 112105, doi: 10.1007/s11432-021-3362-9

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A revisited security evaluation of Simeck family ciphers against impossible differential cryptanalysis
Zhang, Kai; Lai, Xuejia; Wang, Lei; Guan, Jie; Hu, Bin
Sci China Inf Sci, 2023, 66(3): 139106
Keywords: cybersecurity; cryptanalysis; lightweight block cipher; impossible differential cryptanalysis; Simeck
Cite as: Zhang K, Lai X J, Wang L, et al. A revisited security evaluation of Simeck family ciphers against impossible differential cryptanalysis. Sci China Inf Sci, 2023, 66(3): 139106, doi: 10.1007/s11432-022-3466-x

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Labrador: towards fair and auditable data sharing in cloud computing with long-term privacy
Guo, Xiaojie; Li, Jin; Liu, Zheli; Wei, Yu; Zhang, Xiao; Dong, Changyu
Sci China Inf Sci, 2022, 65(5): 152106
Keywords: data sharing; homomorphic encryption; blockchain; smart contract; game theory
Cite as: Guo X J, Li J, Liu Z L, et al. Labrador: towards fair and auditable data sharing in cloud computing with long-term privacy. Sci China Inf Sci, 2022, 65(5): 152106, doi: 10.1007/s11432-020-2940-8

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Puncturable ciphertext-policy attribute-based encryption scheme for efficient and flexible user revocation
Ghopur, Dilxat; Ma, Jianfeng; Ma, Xindi; Miao, Yinbin; Hao, Jialu; Jiang, Tao
Sci China Inf Sci, 2023, 66(7): 172104
Keywords: ciphertext-policy attribute-based encryption; puncturable encryption; user revocation; outsource decryption; digital signature
Cite as: Ghopur D, Ma J F, Ma X D, et al. Puncturable ciphertext-policy attribute-based encryption scheme for efficient and flexible user revocation. Sci China Inf Sci, 2023, 66(7): 172104, doi: 10.1007/s11432-022-3585-9

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A benchmark for visual analysis of insider threat detection
Zhao, Ying; Yang, Kui; Chen, Siming; Zhang, Zhuo; Huang, Xin; Li, Qiusheng; Ma, Qi; Luan, Xinyue; Fan, Xiaoping
Sci China Inf Sci, 2022, 65(9): 199102
Keywords: visual analytics; visualization; evaluation; benchmark; intellligence analysis
Cite as: Zhao Y, Yang K, Chen S M, et al. A benchmark for visual analysis of insider threat detection. Sci China Inf Sci, 2022, 65(9): 199102, doi: 10.1007/s11432-019-2776-4

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Hierarchical group signature with verifier-local revocation revisited
Hou, Lin; Lin, Dongdai; Liu, Renzhang
Sci China Inf Sci, 2022, 65(8): 189103
Keywords: group signature; hierarchical group signature; verifier-local revocation; generic construction; lattice-based cryptography
Cite as: Hou L, Lin D D, Liu R Z. Hierarchical group signature with verifier-local revocation revisited. Sci China Inf Sci, 2022, 65(8): 189103, doi: 10.1007/s11432-019-2709-7

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Forward and backward secure searchable encryption with multi-keyword search and result verification
Cui, Jie; Sun, Yue; Xu, Yan; Tian, Miaomiao; Zhong, Hong
Sci China Inf Sci, 2022, 65(5): 159102
Keywords: forward security; backward security; multi-keyword search; verification; searchable encryption
Cite as: Cui J, Sun Y, Xu Y, et al. Forward and backward secure searchable encryption with multi-keyword search and result verification. Sci China Inf Sci, 2022, 65(5): 159102, doi: 10.1007/s11432-019-2668-x

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Lattice-based autonomous path proxy re-encryption in the standard model
Xie, Wenli; Weng, Jian; Tong, Yao; Liang, Xiaojian; Yao, Lisha; Zhao, Feixiang
Sci China Inf Sci, 2023, 66(10): 202101
Keywords: autonomous path proxy re-encryption; proxy re-encryption; lattice-based cryptography; learning with errors; controlled delegation
Cite as: Xie W L, Weng J, Tong Y, et al. Lattice-based autonomous path proxy re-encryption in the standard model. Sci China Inf Sci, 2023, 66(10): 202101, doi: 10.1007/s11432-022-3612-6

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DBKEM-AACS: a distributed key escrow model in blockchain with anonymous authentication and committee selection
Xiang, Axin; Gao, Hongfeng; Tian, Youliang; Wan, Liang
Sci China Inf Sci, 2023, 66(3): 139102
Keywords: key escrow; blockchain; smart contract; committee selection; anonymous authentication
Cite as: Xiang A X, Gao H F, Tian Y L, et al. DBKEM-AACS: a distributed key escrow model in blockchain with anonymous authentication and committee selection. Sci China Inf Sci, 2023, 66(3): 139102, doi: 10.1007/s11432-021-3378-3

From CAS & CAE Members
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Locally differentially private high-dimensional data synthesis
Chen, Xue; Wang, Cheng; Yang, Qing; Hu, Teng; Jiang, Changjun
Sci China Inf Sci, 2023, 66(1): 112101
Keywords: preserving protocols local differential privacy; high-dimensional data synthesis; sampling; data privacy; privacy-
Cite as: Chen X, Wang C, Yang Q, et al. Locally differentially private high-dimensional data synthesis. Sci China Inf Sci, 2023, 66(1): 112101, doi: 10.1007/s11432-022-3583-x

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An anonymous key agreement protocol with robust authentication for smart grid infrastructure
Chen, Ting; Cheng, Qingfeng; Li, Xinghua
Sci China Inf Sci, 2022, 65(9): 199101
Keywords: smart grid infrastructure; impersonation attack; perfect forward security; ephemeral key compromise attack; key agreement
Cite as: Chen T, Cheng Q F, Li X H. An anonymous key agreement protocol with robust authentication for smart grid infrastructure. Sci China Inf Sci, 2022, 65(9): 199101, doi: 10.1007/s11432-019-2736-5

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Pseudorandom number generator based on supersingular elliptic curve isogenies
Huang, Yan; Zhang, Fangguo; Liu, Zhijie; Tian, Haibo
Sci China Inf Sci, 2022, 65(5): 159101
Keywords: post-quantum cryptography; pseudorandom generator; supersingular elliptic curve isogenies; decisional supersingular product; indistinguishability
Cite as: Huang Y, Zhang F G, Liu Z J, et al. Pseudorandom number generator based on supersingular elliptic curve isogenies. Sci China Inf Sci, 2022, 65(5): 159101, doi: 10.1007/s11432-019-2669-6

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A CCA secure public key encryption scheme based on finite groups of Lie type
Hong, Haibo; Shao, Jun; Wang, Licheng; Xie, Mande; Wei, Guiyi; Yang, Yixian; Han, Song; Lin, Jianhong
Sci China Inf Sci, 2022, 65(1): 119102
Keywords: finite groups of lie type; exponential mapping; public key encryption; non-abelian factoring assumption; non-abelian inserting assumption
Cite as: Hong H B, Shao J, Wang L C, et al. A CCA secure public key encryption scheme based on finite groups of Lie type. Sci China Inf Sci, 2022, 65(1): 119102, doi: 10.1007/s11432-019-2704-7

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Cube attacks on round-reduced MORUS and Gimli
Chen, Siwei; Xiang, Zejun; Zeng, Xiangyong; Zhang, Shasha
Sci China Inf Sci, 2022, 65(1): 119101
Keywords: cube attack; division property; morus; gimli; authenticated encryption
Cite as: Chen S W, Xiang Z J, Zeng X Y, et al. Cube attacks on round-reduced MORUS and Gimli. Sci China Inf Sci, 2022, 65(1): 119101, doi: 10.1007/s11432-019-2742-6

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Unbalanced private set intersection with linear communication complexity
Zhao, Quanyu; Jiang, Bingbing; Zhang, Yuan; Wang, Heng; Mao, Yunlong; Zhong, Sheng
Sci China Inf Sci, 2024, 67(3): 132105
Keywords: unbalanced private set intersection; Hash proof system; linear communication complexity; small set; resource-constrained devices
Cite as: Zhao Q Y, Jiang B B, Zhang Y, et al. Unbalanced private set intersection with linear communication complexity. Sci China Inf Sci, 2024, 67(3): 132105, doi: 10.1007/s11432-022-3717-9

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Provably secure attribute-based authenticated encryption with keyword search from ideal lattices
Yao, Lisha; Hou, Lin; Weng, Jian; Zhao, Feixiang
Sci China Inf Sci, 2024, 67(1): 119101
Keywords: attribute-based; keyword search; chosen-keyword attacks; insider keyword guessing attacks; ideal lattices
Cite as: Yao L S, Hou L, Weng J, et al. Provably secure attribute-based authenticated encryption with keyword search from ideal lattices. Sci China Inf Sci, 2024, 67(1): 119101, doi: 10.1007/s11432-022-3808-7

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Resource investment for DDoS attack resistant SDN: a practical assessment
Yuan, Bin; Zhang, Fan; Wan, Jun; Zhao, Huan; Yu, Shui; Zou, Deqing; Hua, Qiangsheng; Jin, Hai
Sci China Inf Sci, 2023, 66(7): 172103
Keywords: SDN security; DDoS attacks; resource management; queueing theory; QoS
Cite as: Yuan B, Zhang F, Wan J, et al. Resource investment for DDoS attack resistant SDN: a practical assessment. Sci China Inf Sci, 2023, 66(7): 172103, doi: 10.1007/s11432-022-3593-7

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Efficient middlebox scaling for virtualized intrusion prevention systems in software-defined networks
Xing, Junchi; Wu, Chunming; Zhou, Haifeng; Cheng, Qiumei; Yu, Danrui; Macas, Mayra
Sci China Inf Sci, 2022, 65(8): 189102
Keywords: intrusion prevention system; middlebox scaling; software-defined network; security; resource utilization
Cite as: Xing J C, Wu C M, Zhou H F, et al. Efficient middlebox scaling for virtualized intrusion prevention systems in software-defined networks. Sci China Inf Sci, 2022, 65(8): 189102, doi: 10.1007/s11432-019-2731-7

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Malware incident response (IR) informed by cyber threat intelligence (CTI)
He, Ying; Inglut, Ellis; Luo, Cunjin
Sci China Inf Sci, 2022, 65(7): 179105
Keywords: malware analysis; cyber threat intelligence; crypto jacking; incident response; malware incident response
Cite as: He Y, Inglut E, Luo C J. Malware incident response (IR) informed by cyber threat intelligence (CTI). Sci China Inf Sci, 2022, 65(7): 179105, doi: 10.1007/s11432-019-2774-4

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A small first-order DPA resistant AES implementation with no fresh randomness
Wei, Man; Sun, Siwei; Wei, Zihao; Gong, Zheng; Hu, Lei
Sci China Inf Sci, 2022, 65(6): 169102
Keywords: side channel analysis; dpa; threshold implementation; domain-oriented masking; aes
Cite as: Wei M, Sun S W, Wei Z H, et al. A small first-order DPA resistant AES implementation with no fresh randomness. Sci China Inf Sci, 2022, 65(6): 169102, doi: 10.1007/s11432-019-1469-7

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Generalizing Lyubashevsky-Wichs trapdoor sampler for NTRU lattices
Tao, Yang; Ji, Yunfeng; Zhang, Rui
Sci China Inf Sci, 2022, 65(5): 159103
Keywords: trapdoor sampler; ntru lattice; hash-and-sign; lattice-based signature; post-quantum cryptography
Cite as: Tao Y, Ji Y F, Zhang R. Generalizing Lyubashevsky-Wichs trapdoor sampler for NTRU lattices. Sci China Inf Sci, 2022, 65(5): 159103, doi: 10.1007/s11432-019-2699-6

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SAND: semi-automated adaptive network defense via programmable rule generation and deployment
Chen, Haoyu; Zou, Deqing; Jin, Hai; Xu, Shouhuai; Yuan, Bin
Sci China Inf Sci, 2022, 65(7): 172102
Keywords: network defense; adaptive defense; automated defense; programmable defense; security services; software-defined networking; security management
Cite as: Chen H Y, Zou D Q, Jin H, et al. SAND: semi-automated adaptive network defense via programmable rule generation and deployment. Sci China Inf Sci, 2022, 65(7): 172102, doi: 10.1007/s11432-020-3193-2

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Lattice-based group encryptions with only one trapdoor
Pan, Jing; Zhang, Jiang; Zhang, Fangguo; Chen, Xiaofeng; Susilo, Willy
Sci China Inf Sci, 2022, 65(5): 152304
Keywords: lattice cryptography; group encryptions; lattice trapdoors; accumulators; zero-knowledge
Cite as: Pan J, Zhang J, Zhang F G, et al. Lattice-based group encryptions with only one trapdoor. Sci China Inf Sci, 2022, 65(5): 152304, doi: 10.1007/s11432-020-3226-6

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Constant-round auction with insulated bidders
Ma, Jie; Qi, Bin; Lv, Kewei
Sci China Inf Sci, 2022, 65(4): 149102
Keywords: auction; commitment; integer comparison protocol; constant-round; blockchain
Cite as: Ma J, Qi B, Lv K W. Constant-round auction with insulated bidders. Sci China Inf Sci, 2022, 65(4): 149102, doi: 10.1007/s11432-019-2666-8

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Improved nonlinear invariant attack
Tong, Haipeng; Shen, Xuan; Li, Chao; Liu, Yunwen
Sci China Inf Sci, 2022, 65(3): 139103
Keywords: nonlinear invariant attack; 4-bit optimal s-boxes; q-equivalence; fides; distinguishing attack
Cite as: Tong H P, Shen X, Li C, et al. Improved nonlinear invariant attack. Sci China Inf Sci, 2022, 65(3): 139103, doi: 10.1007/s11432-019-2632-1

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WARX: efficient white-box block cipher based on ARX primitives and random MDS matrix
Liu, Jun; Rijmen, Vincent; Hu, Yupu; Chen, Jie; Wang, Baocang
Sci China Inf Sci, 2022, 65(3): 132302
Keywords: white-box cryptography; block cipher; design; addition/rotation/xor; efficiency improvement
Cite as: Liu J, Rijmen V, Hu Y P, et al. WARX: efficient white-box block cipher based on ARX primitives and random MDS matrix. Sci China Inf Sci, 2022, 65(3): 132302, doi: 10.1007/s11432-020-3105-1

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Correlation leakage analysis based on masking schemes
Zhang, Jiawei; Niu, Yongchuan; Wang, An
Sci China Inf Sci, 2022, 65(2): 129101
Keywords: correlation leakage analysis; correlation leakage model; second-order analysis; side-channel attack; masking schemes
Cite as: Zhang J W, Niu Y C, Wang A. Correlation leakage analysis based on masking schemes. Sci China Inf Sci, 2022, 65(2): 129101, doi: 10.1007/s11432-019-2719-2

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Privacy-preserving explainable AI: a survey
Nguyen, Thanh Tam; Huynh, Thanh Trung; Ren, Zhao; Nguyen, Thanh Toan; Nguyen, Phi Le; Yin, Hongzhi; Nguyen, Quoc Viet Hung
Sci China Inf Sci, 2025, 68(1): 111101
Keywords: privacy-preserving explainable AI; privacy attacks; privacy defences; PrivEx; PPXAI
Cite as: Nguyen T T, Huynh T T, Ren Z, et al. Privacy-preserving explainable AI: a survey. Sci China Inf Sci, 2025, 68(1): 111101, doi: 10.1007/s11432-024-4123-4

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RCCA-SM9: securing SM9 on corrupted machines
Chen, Rongmao; Chen, Jinrong; Huang, Xinyi; Wang, Yi
Sci China Inf Sci, 2024, 67(11): 212103
Keywords: SM9; subversion resilience; subversion attack; cryptographic reverse firewall; RCCA
Cite as: Chen R M, Chen J R, Huang X Y, et al. RCCA-SM9: securing SM9 on corrupted machines. Sci China Inf Sci, 2024, 67(11): 212103, doi: 10.1007/s11432-023-3877-9

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Committed-programming reductions: formalizations, implications and relations
Zhang, Jiang; Yu, Yu; Feng, Dengguo; Fan, Shuqin; Zhang, Zhenfeng
Sci China Inf Sci, 2024, 67(10): 202101
Keywords: provable security; random oracle model; quantum random oracle model; black-box reduction; black-box separation; programmability
Cite as: Zhang J, Yu Y, Feng D G, et al. Committed-programming reductions: formalizations, implications and relations. Sci China Inf Sci, 2024, 67(10): 202101, doi: 10.1007/s11432-022-3893-3

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LOL: a highly flexible framework for designing stream ciphers
Feng, Dengguo; Jiao, Lin; Hao, Yonglin; Zheng, Qunxiong; Wu, Wenling; Qi, Wenfeng; Zhang, Lei; Zhang, Liting; Sun, Siwei; Tian, Tian
Sci China Inf Sci, 2024, 67(9): 192101
Keywords: stream cipher; 5G/6G mobile system; fast software implementation
Cite as: Feng D G, Jiao L, Hao Y L, et al. LOL: a highly flexible framework for designing stream ciphers. Sci China Inf Sci, 2024, 67(9): 192101, doi: 10.1007/s11432-023-3901-0

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Blockchain-based immunization against kleptographic attacks
Jiang, Changsong; Xu, Chunxiang; Chen, Jie; Chen, Kefei
Sci China Inf Sci, 2024, 67(7): 172102
Keywords: kleptographic attacks; subliminal channel; blockchain; immunization; randomized algorithm
Cite as: Jiang C S, Xu C X, Chen J, et al. Blockchain-based immunization against kleptographic attacks. Sci China Inf Sci, 2024, 67(7): 172102, doi: 10.1007/s11432-023-3883-4

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CoDetect: cooperative anomaly detection with privacy protection towards UAV swarm
Li, Teng; Lin, Weiguo; Ma, Ruichen; Ma, Zhuo; Shen, Yulong; Ma, Jianfeng
Sci China Inf Sci, 2024, 67(5): 159103
Keywords: UAV swarm; cooperative detection; privacy protection; consensus; decentralization
Cite as: Li T, Lin W G, Ma R C, et al. CoDetect: cooperative anomaly detection with privacy protection towards UAV swarm. Sci China Inf Sci, 2024, 67(5): 159103, doi: 10.1007/s11432-023-3984-7

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Fault-tolerant identity-based encryption from SM9
Liu, Xiaohong; Huang, Xinyi; Cheng, Zhaohui; Wu, Wei
Sci China Inf Sci, 2024, 67(2): 122101
Keywords: attribute-based encryption; identity-based encryption; fault-tolerant; SM9
Cite as: Liu X H, Huang X Y, Cheng Z H, et al. Fault-tolerant identity-based encryption from SM9. Sci China Inf Sci, 2024, 67(2): 122101, doi: 10.1007/s11432-022-3706-7

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TULAM: trajectory-user linking via attention mechanism
Li, Hao; Cao, Shuyu; Chen, Yaqing; Zhang, Min; Feng, Dengguo
Sci China Inf Sci, 2024, 67(1): 112103
Keywords: information security; data security and privacy; trajectory-user linking; deep learning; recurrent neural network; attention mechanism
Cite as: Li H, Cao S Y, Chen Y Q, et al. TULAM: trajectory-user linking via attention mechanism. Sci China Inf Sci, 2024, 67(1): 112103, doi: 10.1007/s11432-021-3673-6

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Framework for understanding intention-unbreakable malware
Ji, Tiantian; Fang, Binxing; Cui, Xiang; Wang, Zhongru; Liao, Peng; Song, Shouyou
Sci China Inf Sci, 2023, 66(4): 142104
Keywords: malware; unbreakable property; modeling mechanism; accurate identification; intention concealment
Cite as: Ji T T, Fang B X, Cui X, et al. Framework for understanding intention-unbreakable malware. Sci China Inf Sci, 2023, 66(4): 142104, doi: 10.1007/s11432-021-3567-y

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An empirical study of security issues in SSO server-side implementations
Wang, Hui; Gu, Dawu; Zhang, Yuanyuan; Hu, Yikun
Sci China Inf Sci, 2022, 65(7): 179104
Keywords: single sign-on; oauth; openid connect; federated identity management; access control
Cite as: Wang H, Gu D W, Zhang Y Y, et al. An empirical study of security issues in SSO server-side implementations. Sci China Inf Sci, 2022, 65(7): 179104, doi: 10.1007/s11432-019-2697-1

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On the bit-based division property of S-boxes
Xiang, Zejun; Zeng, Xiangyong; Zhang, Shasha
Sci China Inf Sci, 2022, 65(4): 149101
Keywords: division property; sbox; anf; divisional optimal; divisional suboptimal
Cite as: Xiang Z J, Zeng X Y, Zhang S S. On the bit-based division property of S-boxes. Sci China Inf Sci, 2022, 65(4): 149101, doi: 10.1007/s11432-019-2634-7

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Ciphertext-only fault analysis of GIFT lightweight cryptosystem
Li, Wei; Cao, Shan; Gu, Dawu; Li, Jiayao; Cai, Tianpei; Wang, Menglin; Sun, Li; Liu, Zhiqiang; Liu, Ya
Sci China Inf Sci, 2022, 65(3): 139102
Keywords: lightweight cryptosystem; gift; ciphertext-only fault analysis; cryptanalysis; fault analysis
Cite as: Li W, Cao S, Gu D W, et al. Ciphertext-only fault analysis of GIFT lightweight cryptosystem. Sci China Inf Sci, 2022, 65(3): 139102, doi: 10.1007/s11432-019-2629-y

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A detailed analysis of primal attack and its variants
Zhang, Xue; Zheng, Zhongxiang; Wang, Xiaoyun
Sci China Inf Sci, 2022, 65(3): 132301
Keywords: crytanalysis; lattice-based cryptography; learning with errors problem; primal attack; unique-svp
Cite as: Zhang X, Zheng Z X, Wang X Y. A detailed analysis of primal attack and its variants. Sci China Inf Sci, 2022, 65(3): 132301, doi: 10.1007/s11432-020-2958-9

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Related-tweakey impossible differential attack on QARMA-128
Du, Juan; Wang, Wei; Li, Muzhou; Wang, Meiqin
Sci China Inf Sci, 2022, 65(2): 129102
Keywords: tweakable block cipher; qarma; impossible differential; related tweakey; milp
Cite as: Du J, Wang W, Li M Z, et al. Related-tweakey impossible differential attack on QARMA-128. Sci China Inf Sci, 2022, 65(2): 129102, doi: 10.1007/s11432-019-2628-9

其他(1)

NEWS & VIEWS Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Perspectives from the second Global Forum on Development of Computer Science
Yao, Andrew Chi-Chih; Yin, Xia; Liu, Yinqun; Li, Guoliang
Sci China Inf Sci, 2022, 65(7): 177101
Keywords: development of computer science; global forum; nature of computer science; computer science interdisciplinary; training programs
Cite as: Yao A C-C, Yin X, Liu Y Q, et al. Perspectives from the second Global Forum on Development of Computer Science. Sci China Inf Sci, 2022, 65(7): 177101, doi: 10.1007/s11432-021-3482-3

社会媒体(7)

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

FairCF: fairness-aware collaborative filtering
Shao, Pengyang; Wu, Le; Chen, Lei; Zhang, Kun; Wang, Meng
Sci China Inf Sci, 2022, 65(12): 222102
Keywords: recommendation systems; fairness; adversarial learning
Cite as: Shao P Y, Wu L, Chen L, et al. FairCF: fairness-aware collaborative filtering. Sci China Inf Sci, 2022, 65(12): 222102, doi: 10.1007/s11432-020-3404-y

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

LECF: recommendation via learnable edge collaborative filtering
Xiao, Shitao; Shao, Yingxia; Li, Yawen; Yin, Hongzhi; Shen, Yanyan; Cui, Bin
Sci China Inf Sci, 2022, 65(1): 112101
Keywords: collaborative filtering; recommender system; implicit feedback; edge-edge similarity; line graph
Cite as: Xiao S T, Shao Y X, Li Y W, et al. LECF: recommendation via learnable edge collaborative filtering. Sci China Inf Sci, 2022, 65(1): 112101, doi: 10.1007/s11432-020-3274-6

REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Survey on performance optimization for database systems
Huang, Shiyue; Qin, Yanzhao; Zhang, Xinyi; Tu, Yaofeng; Li, Zhongliang; Cui, Bin
Sci China Inf Sci, 2023, 66(2): 121102
Keywords: database management system; performance optimization; performance prediction; anomaly diagnosis; database tuning
Cite as: Huang S Y, Qin Y Z, Zhang X Y, et al. Survey on performance optimization for database systems. Sci China Inf Sci, 2023, 66(2): 121102, doi: 10.1007/s11432-021-3578-6

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Leveraging implicit social structures for recommendation via a Bayesian generative model
Liu, Huafeng; Wen, Jingxuan; Jing, Liping; Yu, Jian
Sci China Inf Sci, 2022, 65(4): 149104
Keywords: recommendation system; collaborative filtering; social recommendation; social networks; generative model
Cite as: Liu H F, Wen J X, Jing L P, et al. Leveraging implicit social structures for recommendation via a Bayesian generative model. Sci China Inf Sci, 2022, 65(4): 149104, doi: 10.1007/s11432-019-2884-0

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

An affective chatbot with controlled specific emotion expression
Jiang, Chenglin; Zhang, Chunhong; Ji, Yang; Hu, Zheng; Zhan, Zhiqiang; Yang, Guanghua
Sci China Inf Sci, 2022, 65(10): 202102
Keywords: natural language generation; emotional chatbot; sequence-to-sequence; emotion distribution; emotion analysis
Cite as: Jiang C L, Zhang C H, Ji Y, et al. An affective chatbot with controlled specific emotion expression. Sci China Inf Sci, 2022, 65(10): 202102, doi: 10.1007/s11432-020-3356-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection
Yang, Yang; Bao, Ran; Guo, Weili; Zhan, De-Chuan; Yin, Yilong; Yang, Jian
Sci China Inf Sci, 2023, 66(12): 222102
Keywords: multimodal learning; Wasserstein distance; rumor detection
Cite as: Yang Y, Bao R, Guo W L, et al. Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection. Sci China Inf Sci, 2023, 66(12): 222102, doi: 10.1007/s11432-021-3530-7

RESEARCH PAPER Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Cognition-driven multimodal personality classification
Gao, Xiaoya; Wang, Jingjing; Li, Shoushan; Zhang, Min; Zhou, Guodong
Sci China Inf Sci, 2022, 65(10): 202104
Keywords: cognitive psychology; personality classification; multimodal analysis; multi-agent reinforcement learning; agent-sharing mechanism
Cite as: Gao X Y, Wang J J, Li S S, et al. Cognition-driven multimodal personality classification. Sci China Inf Sci, 2022, 65(10): 202104, doi: 10.1007/s11432-020-3307-3

软件(24)

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 30

How does working from home affect developer productivity? — A case study of Baidu during the COVID-19 pandemic
Bao, Lingfeng; Li, Tao; Xia, Xin; Zhu, Kaiyu; Li, Hui; Yang, Xiaohu
Sci China Inf Sci, 2022, 65(4): 142102
Keywords: working from home; developer productivity
Cite as: Bao L F, Li T, Xia X, et al. How does working from home affect developer productivity? — A case study of Baidu during the COVID-19 pandemic. Sci China Inf Sci, 2022, 65(4): 142102, doi: 10.1007/s11432-020-3278-4

LETTER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

Teegraph: trusted execution environment and directed acyclic graph-based consensus algorithm for IoT blockchains
Fu, Xiang; Wang, Huaimin; Shi, Peichang; Ma, Xingkong; Zhang, Xunhui
Sci China Inf Sci, 2022, 65(3): 139104
Keywords: blockchain; dag; byzantine fault-tolerant; consensus algorithm; tee
Cite as: Fu X, Wang H M, Shi P C, et al. Teegraph: trusted execution environment and directed acyclic graph-based consensus algorithm for IoT blockchains. Sci China Inf Sci, 2022, 65(3): 139104, doi: 10.1007/s11432-019-1516-3

PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Toward actionable testing of deep learning models
Xiong, Yingfei; Tian, Yongqiang; Liu, Yepang; Cheung, Shing-Chi
Sci China Inf Sci, 2023, 66(7): 176101
Keywords: Deep Learnin; Testing; Bug Fixing; Machine Translation; Image Classification; Numeric Bugs
Cite as: Xiong Y F, Tin Y Q, Liu Y P, et al. Toward actionable testing of deep learning models. Sci China Inf Sci, 2023, 66(7): 176101, doi: 10.1007/s11432-022-3580-5

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Cluster-preserving sampling algorithm for large-scale graphs
Zhang, Jianpeng; Chen, Hongchang; Yu, Dingjiu; Pei, Yulong; Deng, Yingjun
Sci China Inf Sci, 2023, 66(1): 112103
Keywords: graph sampling; clustering structure; top-leader nodes; expansion strategies; large-scale graphs
Cite as: Zhang J P, Chen H C, Yu D J, et al. Cluster-preserving sampling algorithm for large-scale graphs. Sci China Inf Sci, 2023, 66(1): 112103, doi: 10.1007/s11432-021-3370-4

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

A theoretic framework of bidirectional transformation between systems and models
He, Xiao; Hu, Zhenjiang; Meng, Na
Sci China Inf Sci, 2022, 65(10): 202103
Keywords: bidirectional transformation; system-model synchronization; change propagation; model-driven engineering; system edit
Cite as: He X, Hu Z J, Meng N. A theoretic framework of bidirectional transformation between systems and models. Sci China Inf Sci, 2022, 65(10): 202103, doi: 10.1007/s11432-020-3276-5

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

ArgusDroid: detecting Android malware variants by mining permission-API knowledge graph
Bai, Yude; Chen, Sen; Xing, Zhenchang; Li, Xiaohong
Sci China Inf Sci, 2023, 66(9): 192101
Keywords: malicious behavior; Android document; knowledge graph; malware family variant; machine learning
Cite as: Bai Y D, Chen S, Xing Z C, et al. ArgusDroid: detecting Android malware variants by mining permission-API knowledge graph. Sci China Inf Sci, 2023, 66(9): 192101, doi: 10.1007/s11432-021-3414-7

From CAS & CAE Members
REVIEW Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Categorizing methods for integrating machine learning with executable specifications
Harel, David; Yerushalmi, Raz; Marron, Assaf; Elyasaf, Achiya
Sci China Inf Sci, 2024, 67(1): 111101
Keywords: machine learning; artificial intelligence; grey box learning; domain knowledge; rules; behavioral programming; deep reinforcement learning; survey
Cite as: Harel D, Yerushalmi R, Marron A, et al. Categorizing methods for integrating machine learning with executable specifications. Sci China Inf Sci, 2024, 67(1): 111101, doi: 10.1007/s11432-022-3826-6

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BATON: symphony of random testing and concolic testing through machine learning and taint analysis
Chen, Bihuan; Liu, Yang; Peng, Xin; Wu, Yijian; Qin, Shengchao
Sci China Inf Sci, 2023, 66(3): 132101
Keywords: system testing; random testing; concolic testing
Cite as: Chen B H, Liu Y, Peng X, et al. BATON: symphony of random testing and concolic testing through machine learning and taint analysis. Sci China Inf Sci, 2023, 66(3): 132101, doi: 10.1007/s11432-020-3403-2

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Context-aware API recommendation using tensor factorization
Zhou, Yu; Chen, Chen; Wang, Yongchao; Han, Tingting; Chen, Taolue
Sci China Inf Sci, 2023, 66(2): 122101
Keywords: API recommendation; tensor factorization; context awareness; word embedding; software development intelligent
Cite as: Zhou Y, Chen C, Wang Y C, et al. Context-aware API recommendation using tensor factorization. Sci China Inf Sci, 2023, 66(2): 122101, doi: 10.1007/s11432-021-3529-9

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

LPW: an efficient data-aware cache replacement strategy for Apache Spark
Li, Hui; Ji, Shuping; Zhong, Hua; Wang, Wei; Xu, Lijie; Tang, Zhen; Wei, Jun; Huang, Tao
Sci China Inf Sci, 2023, 66(1): 112104
Keywords: Spark; memory; cache replacement; least partition weight; data-aware
Cite as: Li H, Ji S P, Zhong H, et al. LPW: an efficient data-aware cache replacement strategy for Apache Spark. Sci China Inf Sci, 2023, 66(1): 112104, doi: 10.1007/s11432-021-3406-5

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Towards characterizing bug fixes through dependency-level changes in Apache Java open source projects
Cui, Di; Fan, Lingling; Chen, Sen; Cai, Yuanfang; Zheng, Qinghua; Liu, Yang; Liu, Ting
Sci China Inf Sci, 2022, 65(7): 172101
Keywords: empirical software engineering; software maintenance; software evolution; software architecture; software design
Cite as: Cui D, Fan L L, Chen S, et al. Towards characterizing bug fixes through dependency-level changes in Apache Java open source projects. Sci China Inf Sci, 2022, 65(7): 172101, doi: 10.1007/s11432-020-3317-2

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Deep learning-based open API recommendation for Mashup development
Wang, Ye; Chen, Junwu; Huang, Qiao; Xia, Xin; Jiang, Bo
Sci China Inf Sci, 2023, 66(7): 172102
Keywords: Mashup development; open API recommendation; deep learning; neural network; service discovery
Cite as: Wang Y, Chen J W, Huang Q, et al. Deep learning-based open API recommendation for Mashup development. Sci China Inf Sci, 2023, 66(7): 172102, doi: 10.1007/s11432-021-3531-0

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A software-defined MAPE-K architecture for unmanned systems
Jiang, Mingyue; Zheng, Libin; Ding, Zuohua; Jin, Zhi
Sci China Inf Sci, 2023, 66(5): 159101
Keywords: software-defined architecture; unmanned systems; MAPE-K; metamodel; resource management
Cite as: Jiang M Y, Zheng L B, Ding Z H, et al. A software-defined MAPE-K architecture for unmanned systems. Sci China Inf Sci, 2023, 66(5): 159101, doi: 10.1007/s11432-020-3213-2

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Automated regression unit test generation for program merges
Ji, Tao; Chen, Liqian; Mao, Xiaoguang; Yi, Xin; Jiang, Jiahong
Sci China Inf Sci, 2022, 65(9): 199103
Keywords: regression testing; unit test generation; test oracles; program merges; merge conflicts
Cite as: Ji T, Chen L Q, Mao X G, et al. Automated regression unit test generation for program merges. Sci China Inf Sci, 2022, 65(9): 199103, doi: 10.1007/s11432-019-3020-4

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HAF: a hybrid annotation framework based on expert knowledge and learning technique
Li, Zhixing; Yu, Yue; Wang, Tao; Yin, Gang; Mao, Xinjun; Wang, Huaimin
Sci China Inf Sci, 2022, 65(1): 119105
Keywords: hybrid annotation framework; data annotation; expert knowledge; learning technique; labeled dataset
Cite as: Li Z X, Yu Y, Wang T, et al. HAF: a hybrid annotation framework based on expert knowledge and learning technique. Sci China Inf Sci, 2022, 65(1): 119105, doi: 10.1007/s11432-019-9891-5

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XiUOS: an open-source ubiquitous operating system for industrial Internet of Things
Cao, Donggang; Xue, Dongliang; Ma, Zhiyi; Mei, Hong
Sci China Inf Sci, 2022, 65(1): 117101
Keywords: ubiquitous operating system; industrial internet of things; intelligent manufacturing; cps; hcps
Cite as: Cao D G, Xue D L, Ma Z Y, et al. XiUOS: an open-source ubiquitous operating system for industrial Internet of Things. Sci China Inf Sci, 2022, 65(1): 117101, doi: 10.1007/s11432-021-3294-y

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An efficient schedulability analysis based on worst-case interference time for real-time systems
Liu, Hongbiao; Yang, Mengfei; Qiao, Lei; Chen, Xi; Gong, Jian
Sci China Inf Sci, 2024, 67(9): 192103
Keywords: five-tuple real-time task model; real-time system; spacecraft; Internet of Things; exact schedulability analysis; worst-case interference time
Cite as: Liu H B, Yang M F, Qiao L, et al. An efficient schedulability analysis based on worst-case interference time for real-time systems. Sci China Inf Sci, 2024, 67(9): 192103, doi: 10.1007/s11432-022-3891-4

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Deep learning for code generation: a survey
Zhang, Huangzhao; Zhang, Kechi; Li, Zhuo; Li, Jia; Li, Yongmin; Zhao, Yunfei; Zhu, Yuqi; Liu, Fang; Li, Ge; Jin, Zhi
Sci China Inf Sci, 2024, 67(9): 191101
Keywords: code generation; automated software engineering; deep learning; large model; artificial intelligence
Cite as: Zhang H Z, Zhang K C, Li Z, et al. Deep learning for code generation: a survey. Sci China Inf Sci, 2024, 67(9): 191101, doi: 10.1007/s11432-023-3956-3

MOOP Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Do community responses influence OSS contributor retention? A survival analysis
Wang, Zhe; Li, Zhixing; Yu, Yue
Sci China Inf Sci, 2024, 67(8): 184101
Keywords: open source software; open source community; community response; contributor retention; survival analysis
Cite as: Wang Z, Li Z X, Yu Y. Do community responses influence OSS contributor retention? A survival analysis. Sci China Inf Sci, 2024, 67(8): 184101, doi: 10.1007/s11432-024-4090-0

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Improving actionable warning identification via the refined warning-inducing context representation
Ge, Xiuting; Fang, Chunrong; Li, Xuanye; Zhang, Quanjun; Liu, Jia; Zhao, Zhihong; Chen, Zhenyu
Sci China Inf Sci, 2024, 67(5): 159101
Keywords: Actionable warning identification; Warning representation; Program slicing; Static analysis; Machine learning
Cite as: Ge X T, Fang C R, Li X Y, et al. Improving actionable warning identification via the refined warning-inducing context representation. Sci China Inf Sci, 2024, 67(5): 159101, doi: 10.1007/s11432-023-3975-6

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What can we learn from quality assurance badges in open-source software?
Li, Feng; Lou, Yiling; Tan, Xin; Chen, Zhenpeng; Dong, Jinhao; Li, Yang; Wang, Xuanzhi; Hao, Dan; Zhang, Lu
Sci China Inf Sci, 2024, 67(4): 142103
Keywords: quality assurance; badge; open-source software; code quality; empirical study
Cite as: Li F, Lou Y L, Tan X, et al. What can we learn from quality assurance badges in open-source software?. Sci China Inf Sci, 2024, 67(4): 142103, doi: 10.1007/s11432-022-3611-3

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When debugging encounters artificial intelligence: state of the art and open challenges
Song, Yi; Xie, Xiaoyuan; Xu, Baowen
Sci China Inf Sci, 2024, 67(4): 141101
Keywords: software debugging; fault localization; program repair; artificial intelligence; machine learning
Cite as: Song Y, Xie X Y, Xu B W. When debugging encounters artificial intelligence: state of the art and open challenges. Sci China Inf Sci, 2024, 67(4): 141101, doi: 10.1007/s11432-022-3803-9

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ASTSDL: predicting the functionality of incomplete programming code via an AST-sequence-based deep learning model
Yu, Yaoshen; Huang, Zhiqiu; Shen, Guohua; Li, Weiwei; Shao, Yichao
Sci China Inf Sci, 2024, 67(1): 112105
Keywords: functionality prediction; incomplete programming code; syntactical information; code representation model; deep learning algorithm
Cite as: Yu Y S, Huang Z Q, Shen G H, et al. ASTSDL: predicting the functionality of incomplete programming code via an AST-sequence-based deep learning model. Sci China Inf Sci, 2024, 67(1): 112105, doi: 10.1007/s11432-021-3665-1

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LegoDroid: flexible Android app decomposition and instant installation
Liu, Yi; Ma, Yun; Xiao, Xusheng; Xie, Tao; Liu, Xuanzhe
Sci China Inf Sci, 2023, 66(4): 142103
Keywords: performance; software bloat; instant installation; mobile applications; program analysis
Cite as: Liu Y, Ma Y, Xiao X S, et al. LegoDroid: flexible Android app decomposition and instant installation. Sci China Inf Sci, 2023, 66(4): 142103, doi: 10.1007/s11432-021-3528-7