计算机 人工智能 REVIEW Website SpringerLink Google Scholar Cited in SCI: 28

Sentiment analysis using deep learning approaches: an overview
Habimana, Olivier; Li, Yuhua; Li, Ruixuan; Gu, Xiwu; Yu, Ge
Sci China Inf Sci, 2020, 63(1): 111102
Keywords: sentiment analysis; opinion mining; deep learning; neural network; natural language processing (nlp); social network
Cite as: Habimana O, Li Y H, Li R X, et al. Sentiment analysis using deep learning approaches: an overview. Sci China Inf Sci, 2020, 63(1): 111102, doi: 10.1007/s11432-018-9941-6

计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 13

Snapshot boosting: a fast ensemble framework for deep neural networks
Zhang, Wentao; Jiang, Jiawei; Shao, Yingxia; Cui, Bin
Sci China Inf Sci, 2020, 63(1): 112102
Keywords: ensemble learning; deep learning; boosting; neural network; snapshot ensemble
Cite as: Zhang W T, Jiang J W, Shao Y X, et al. Snapshot boosting: a fast ensemble framework for deep neural networks. Sci China Inf Sci, 2020, 63(1): 112102, doi: 10.1007/s11432-018-9944-x

计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 10

On some aspects of minimum redundancy maximum relevance feature selection
Bugata, Peter; Drotar, Peter
Sci China Inf Sci, 2020, 63(1): 112103
Keywords: big data; information theory; feature selection; dimensionality reduction; minimum redundancy maximum relevance; mrmr
Cite as: Bugata P, Drotar P. On some aspects of minimum redundancy maximum relevance feature selection. Sci China Inf Sci, 2020, 63(1): 112103, doi: 10.1007/s11432-019-2633-y

计算机 人工智能 PERSPECTIVE Website SpringerLink Google Scholar Cited in SCI: 8

Why over-parameterization of deep neural networks does not overfit?
Zhou, Zhi-Hua
Sci China Inf Sci, 2021, 64(1): 116101
Keywords: deep neural networks; perspective; ai; over-parameterization; machine learning
Cite as: Zhou Z-H. Why over-parameterization of deep neural networks does not overfit?. Sci China Inf Sci, 2021, 64(1): 116101, doi: 10.1007/s11432-020-2885-6

计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 7

Multi-dimensional classification via stacked dependency exploitation
Jia, Bin-Bin; Zhang, Min-Ling
Sci China Inf Sci, 2020, 63(12): 222102
Keywords: machine learning; multi-dimensional classification; class dependencies; deterministic strategy; stacked dependency exploitation
Cite as: Jia B-B, Zhang M-L. Multi-dimensional classification via stacked dependency exploitation. Sci China Inf Sci, 2020, 63(12): 222102, doi: 10.1007/s11432-019-2905-3

计算机 人工智能 POSITION PAPER Website SpringerLink Google Scholar Cited in SCI: 6

Graph algorithms: parallelization and scalability
Fan, Wenfei; He, Kun; Li, Qian; Wang, Yue
Sci China Inf Sci, 2020, 63(10): 203101
Keywords: parallelization; parallel scalability; ptime problems; graph algorithms; shared-nothing systems
Cite as: Fan W F, He K, Li Q, et al. Graph algorithms: parallelization and scalability. Sci China Inf Sci, 2020, 63(10): 203101, doi: 10.1007/s11432-020-2952-7

计算机 人工智能 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 6

RGA-CNNs: convolutional neural networks based on reduced geometric algebra
Wang, Rui; Shen, Miaomiao; Wang, Xiangyang; Cao, Wenming
Sci China Inf Sci, 2021, 64(2): 129101
Keywords: convolutional neural networks; cnns; reduced geometric algebra; rga; multivectors; learning algorithm; multi-dimensional data
Cite as: Wang R, Shen M M, Wang X Y, et al. RGA-CNNs: convolutional neural networks based on reduced geometric algebra. Sci China Inf Sci, 2021, 64(2): 129101, doi: 10.1007/s11432-018-1513-5

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Homepage Cited in SCI: 6

Crowdsourcing aggregation with deep Bayesian learning
Li, Shao-Yuan; Huang, Sheng-Jun; Chen, Songcan
Sci China Inf Sci, 2021, 64(3): 130104
Keywords: crowdsourcing; classification; fully bayesian deep generative models; natural gradient; stochastic variational inference
Cite as: Li S-Y, Huang S-J, Chen S C. Crowdsourcing aggregation with deep Bayesian learning. Sci China Inf Sci, 2021, 64(3): 130104, doi: 10.1007/s11432-020-3118-7

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Homepage Cited in SCI: 5

Learning from group supervision: the impact of supervision deficiency on multi-label learning
Xu, Miao; Guo, Lan-Zhe
Sci China Inf Sci, 2021, 64(3): 130101
Keywords: multi-label learning; weakly supervised leaning; weakly supervised multi-label learning; query strategy; group supervision
Cite as: Xu M, Guo L-Z. Learning from group supervision: the impact of supervision deficiency on multi-label learning. Sci China Inf Sci, 2021, 64(3): 130101, doi: 10.1007/s11432-020-3132-4

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Homepage Cited in SCI: 4

Few-shot text classification by leveraging bi-directional attention and cross-class knowledge
Pang, Ning; Zhao, Xiang; Wang, Wei; Xiao, Weidong; Guo, Deke
Sci China Inf Sci, 2021, 64(3): 130103
Keywords: text classification; meta-learning; few-shot learning; bi-directional attention; cross-class knowledge
Cite as: Pang N, Zhao X, Wang W, et al. Few-shot text classification by leveraging bi-directional attention and cross-class knowledge. Sci China Inf Sci, 2021, 64(3): 130103, doi: 10.1007/s11432-020-3055-1

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Homepage Cited in SCI: 4

Deep graph cut network for weakly-supervised semantic segmentation
Feng, Jiapei; Wang, Xinggang; Liu, Wenyu
Sci China Inf Sci, 2021, 64(3): 130105
Keywords: semantic segmentation; weakly-supervised learning; semi-supervised learning; graph cut
Cite as: Feng J P, Wang X G, Liu W Y. Deep graph cut network for weakly-supervised semantic segmentation. Sci China Inf Sci, 2021, 64(3): 130105, doi: 10.1007/s11432-020-3065-4

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An effective scheme for top-k frequent itemset mining under differential privacy conditions
Liang, Wenjuan; Chen, Hong; Zhang, Jing; Zhao, Dan; Li, Cuiping
Sci China Inf Sci, 2020, 63(5): 159101
Keywords: count estimation; weighted reservoir sampling; fim; sensitivity; differential privacy
Cite as: Liang W J, Chen H, Zhang J, et al. An effective scheme for top-k frequent itemset mining under differential privacy conditions. Sci China Inf Sci, 2020, 63(5): 159101, doi: 10.1007/s11432-018-9849-y

计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

Collaborative deep learning across multiple data centers
Mi, Haibo; Xu, Kele; Feng, Dawei; Wang, Huaimin; Zhang, Yiming; Zheng, Zibin; Chen, Chuan; Lan, Xu
Sci China Inf Sci, 2020, 63(8): 182102
Keywords: collaborative learning; multiple datacenters; distributed machine learning
Cite as: Mi H B, Xu K L, Feng D W, et al. Collaborative deep learning across multiple data centers. Sci China Inf Sci, 2020, 63(8): 182102, doi: 10.1007/s11432-019-2705-2

Special Focus on Weakly Supervised Learning
计算机 人工智能 RESEARCH PAPER Website SpringerLink Google Scholar Homepage Cited in SCI: 2

Deep multiple instance selection
Li, Xin-Chun; Zhan, De-Chuan; Yang, Jia-Qi; Shi, Yi
Sci China Inf Sci, 2021, 64(3): 130102
Keywords: multiple instance learning; instance selection; gumbel softmax; variance normalization; hard attention
Cite as: Li X-C, Zhan D-C, Yang J-Q, et al. Deep multiple instance selection. Sci China Inf Sci, 2021, 64(3): 130102, doi: 10.1007/s11432-020-3117-3

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Semi-supervised local feature selection for data classification
Li, Zechao; Tang, Jinhui
Sci China Inf Sci, 2021, 64(9): 192108
Keywords: local feature selection; label-specific feature; semi-supervised learning; data classification; discriminative feature
Cite as: Li Z C, Tang J H. Semi-supervised local feature selection for data classification. Sci China Inf Sci, 2021, 64(9): 192108, doi: 10.1007/s11432-020-3063-0

计算机 人工智能 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Reinforcement learning with actor-critic for knowledge graph reasoning
Zhang, Linli; Li, Dewei; Xi, Yugeng; Jia, Shuai
Sci China Inf Sci, 2020, 63(6): 169101
Keywords: knowledge graph reasoning; knowledge graph completion; reinforcement learning; knowledge graph; graph theory
Cite as: Zhang L L, Li D W, Xi Y G, et al. Reinforcement learning with actor-critic for knowledge graph reasoning. Sci China Inf Sci, 2020, 63(6): 169101, doi: 10.1007/s11432-018-9820-3

计算机 人工智能 LETTER Website SpringerLink Google Scholar Cited in SCI: 1

An accelerator for the logistic regression algorithm based on sampling on-demand
Liang, Jiye; Song, Yunsheng; Li, Deyu; Wang, Zhiqiang; Dang, Chuangyin
Sci China Inf Sci, 2020, 63(6): 169102
Keywords: logistic regression; sampling on-demand; sample size; gradient descent; training time
Cite as: Liang J Y, Song Y S, Li D Y, et al. An accelerator for the logistic regression algorithm based on sampling on-demand. Sci China Inf Sci, 2020, 63(6): 169102, doi: 10.1007/s11432-018-9832-y

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Important sampling based active learning for imbalance classification
Wang, Xinyue; Liu, Bo; Cao, Siyu; Jing, Liping; Yu, Jian
Sci China Inf Sci, 2020, 63(8): 182104
Keywords: imbalance classification; important sampling; active learning; oversampling; undersampling
Cite as: Wang X Y, Liu B, Cao S Y, et al. Important sampling based active learning for imbalance classification. Sci China Inf Sci, 2020, 63(8): 182104, doi: 10.1007/s11432-019-2771-0

计算机 人工智能 LETTER Website SpringerLink Google Scholar Cited in SCI: 1

Tensor restricted isometry property analysis for a large class of random measurement ensembles
Zhang, Feng; Wang, Wendong; Hou, Jingyao; Wang, Jianjun; Huang, Jianwen
Sci China Inf Sci, 2021, 64(1): 119101
Keywords: compressed sensing; low rank tensor recovery; tensor restricted isometry property; machine learning; tensor sparsity
Cite as: Zhang F, Wang W D, Hou J Y, et al. Tensor restricted isometry property analysis for a large class of random measurement ensembles. Sci China Inf Sci, 2021, 64(1): 119101, doi: 10.1007/s11432-019-2717-4

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SPAR: set-based piecewise aggregate representation for time series anomaly detection
Zhan, Peng; Hu, Yupeng; Chen, Lin; Luo, Wei; Li, Xueqing
Sci China Inf Sci, 2021, 64(4): 149101
Keywords: time series; multi-domain; representation; anomaly detection; data mining
Cite as: Zhan P, Hu Y P, Chen L, et al. SPAR: set-based piecewise aggregate representation for time series anomaly detection. Sci China Inf Sci, 2021, 64(4): 149101, doi: 10.1007/s11432-020-3021-6

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Differential identifiability clustering algorithms for big data analysis
Shang, Tao; Zhao, Zheng; Ren, Xujie; Liu, Jianwei
Sci China Inf Sci, 2021, 64(5): 152101
Keywords: differential identifiability; differential privacy; k-means; k-prototypes; big data
Cite as: Shang T, Zhao Z, Ren X J, et al. Differential identifiability clustering algorithms for big data analysis. Sci China Inf Sci, 2021, 64(5): 152101, doi: 10.1007/s11432-020-2910-1

计算机 人工智能 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Real-time bottleneck matching in spatial crowdsourcing
Li, Long; Wang, Lingling; Lv, Weifeng
Sci China Inf Sci, 2021, 64(8): 189101
Keywords: spatial crowdsourcing; online bottleneck matching; competitive ratio analysis; task assignment; online bipartite matching
Cite as: Li L, Wang L L, Lv W F. Real-time bottleneck matching in spatial crowdsourcing. Sci China Inf Sci, 2021, 64(8): 189101, doi: 10.1007/s11432-019-3061-x

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A clustering-based flexible weighting method in AdaBoost and its application to transaction fraud detection
Yang, Chaofan; Liu, Guanjun; Yan, Chungang; Jiang, Changjun
Sci China Inf Sci, 2021, 64(12): 222101
Keywords: ensemble learning; adaboost; clustering; misclassification degree; transaction fraud detection
Cite as: Yang C F, Liu G J, Yan C G, et al. A clustering-based flexible weighting method in AdaBoost and its application to transaction fraud detection. Sci China Inf Sci, 2021, 64(12): 222101, doi: 10.1007/s11432-019-2739-2

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Topic-sensitive neural headline generation
Ayana; Wang, Ziyun; Xu, Lei; Liu, Zhiyuan; Sun, Maosong
Sci China Inf Sci, 2020, 63(8): 182103
Keywords: neural networks; sequence to sequence learning; topic; lda; headline generation
Cite as: Ayana, Wang Z Y, Xu L, et al. Topic-sensitive neural headline generation. Sci China Inf Sci, 2020, 63(8): 182103, doi: 10.1007/s11432-019-2657-8

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On the convergence and improvement of stochastic normalized gradient descent
Zhao, Shen-Yi; Xie, Yin-Peng; Li, Wu-Jun
Sci China Inf Sci, 2021, 64(3): 132103
Keywords: non-convex problems; stochastic normalized gradient descent; computation complexity
Cite as: Zhao S-Y, Xie Y-P, Li W-J. On the convergence and improvement of stochastic normalized gradient descent. Sci China Inf Sci, 2021, 64(3): 132103, doi: 10.1007/s11432-020-3023-7

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Keywords: encoder-decoder; multi-scale; attention; handwritten mathematical expression recognition; attention recurrent neural network; dense network
Cite as: Shan G C, Wang H Y, Liang W, et al. Robust encoder-decoder learning framework for offline handwritten mathematical expression recognition based on a multi-scale deep neural network. Sci China Inf Sci, 2021, 64(3): 139101, doi: 10.1007/s11432-018-9824-9

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Syntax-guided text generation via graph neural network
Guo, Qipeng; Qiu, Xipeng; Xue, Xiangyang; Zhang, Zheng
Sci China Inf Sci, 2021, 64(5): 152102
Keywords: text generation; deep learning; graph neural network; dependency parsing
Cite as: Guo Q P, Qiu X P, Xue X Y, et al. Syntax-guided text generation via graph neural network. Sci China Inf Sci, 2021, 64(5): 152102, doi: 10.1007/s11432-019-2740-1

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Future vehicles: interactive wheeled robots
Ma, Nan; Li, Deyi; He, Wen; Deng, Yue; Li, Jiahong; Gao, Yue; Bao, Hong; Zhang, Huan; Xu, Xinkai; Liu, Yuansheng; Wu, Zhixuan; Chen, Li
Sci China Inf Sci, 2021, 64(5): 156101
Keywords: interactive cognition; evolution growth; wheeled robots; prior knowledge; driving skills
Cite as: Ma N, Li D Y, He W, et al. Future vehicles: interactive wheeled robots. Sci China Inf Sci, 2021, 64(5): 156101, doi: 10.1007/s11432-020-3171-4

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EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search
Fang, Jiemin; Chen, Yukang; Zhang, Xinbang; Zhang, Qian; Huang, Chang; Meng, Gaofeng; Liu, Wenyu; Wang, Xinggang
Sci China Inf Sci, 2021, 64(9): 192106
Keywords: architecture transfer; neural architecture search; evolutionary algorithm; large-scale dataset
Cite as: Fang J M, Chen Y K, Zhang X B, et al. EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search. Sci China Inf Sci, 2021, 64(9): 192106, doi: 10.1007/s11432-020-3112-8

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Large scale air pollution prediction with deep convolutional networks
Huang, Gao; Ge, Chunjiang; Xiong, Tianyu; Song, Shiji; Yang, Le; Liu, Baoxian; Yin, Wenjun; Wu, Cheng
Sci China Inf Sci, 2021, 64(9): 192107
Keywords: air pollution prediction; artificial intelligence; convolutional neural network
Cite as: Huang G, Ge C J, Xiong T Y, et al. Large scale air pollution prediction with deep convolutional networks. Sci China Inf Sci, 2021, 64(9): 192107, doi: 10.1007/s11432-020-2951-1

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Semi-blind compressed sensing via adaptive dictionary learning and one-pass online extension
Ma, Di; Chen, Songcan
Sci China Inf Sci, 2021, 64(9): 199101
Keywords: compressed sensing; blind compressed sensing; semi-blind compressed sensing; adaptive dictionary learning; incremental learning
Cite as: Ma D, Chen S C. Semi-blind compressed sensing via adaptive dictionary learning and one-pass online extension. Sci China Inf Sci, 2021, 64(9): 199101, doi: 10.1007/s11432-019-9945-2

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Representation learning on textual network with personalized PageRank
Li, Teng; Dou, Yong
Sci China Inf Sci, 2021, 64(11): 212102
Keywords: representation learning; network embedding; pagerank; textual network; personalized pagerank
Cite as: Li T, Dou Y. Representation learning on textual network with personalized PageRank. Sci China Inf Sci, 2021, 64(11): 212102, doi: 10.1007/s11432-020-2934-6

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Learning dynamics of kernel-based deep neural networks in manifolds
Wu, Wei; Jing, Xiaoyuan; Du, Wencai; Chen, Guoliang
Sci China Inf Sci, 2021, 64(11): 212103
Keywords: learning dynamics; kernel-based convolution; manifolds; control model; network stability
Cite as: Wu W, Jing X Y, Du W C, et al. Learning dynamics of kernel-based deep neural networks in manifolds. Sci China Inf Sci, 2021, 64(11): 212103, doi: 10.1007/s11432-020-3022-3

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State and tendency: an empirical study of deep learning question&answer topics on Stack Overflow
Zhao, Henghui; Li, Yanhui; Liu, Fanwei; Xie, Xiaoyuan; Chen, Lin
Sci China Inf Sci, 2021, 64(11): 212105
Keywords: topic model; deep learning; stack overflow; question&answer
Cite as: Zhao H H, Li Y H, Liu F W, et al. State and tendency: an empirical study of deep learning question&answer topics on Stack Overflow. Sci China Inf Sci, 2021, 64(11): 212105, doi: 10.1007/s11432-019-3018-6

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Dual-axial self-attention network for text classification
Zhang, Xiaochuan; Qiu, Xipeng; Pang, Jianmin; Liu, Fudong; Li, Xingwei
Sci China Inf Sci, 2021, 64(12): 222102
Keywords: text classification; dual-axial self-attention; feature-axial dependency
Cite as: Zhang X C, Qiu X P, Pang J M, et al. Dual-axial self-attention network for text classification. Sci China Inf Sci, 2021, 64(12): 222102, doi: 10.1007/s11432-019-2744-2

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Accelerated value iteration via Anderson mixing
Li, Yujun
Sci China Inf Sci, 2021, 64(12): 222105
Keywords: reinforcement learning; q-learning; value iteration; anderson acceleration; deep neural networks
Cite as: Li Y J. Accelerated value iteration via Anderson mixing. Sci China Inf Sci, 2021, 64(12): 222105, doi: 10.1007/s11432-019-2889-x

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Truthfully coordinating participation routes in informative participatory sensing
Chen, Shaofei; Zhao, Dengji; Zenonos, Alexandros; Chen, Jing; Shen, Lincheng
Sci China Inf Sci, 2021, 64(12): 222106
Keywords: coordinating participation routes, informative participatory sensing, incentive mechanism, computationally efficient
Cite as: Chen S F, Zhao D J, Zenonos A, et al. Truthfully coordinating participation routes in informative participatory sensing. Sci China Inf Sci, 2021, 64(12): 222106, doi: 10.1007/s11432-019-2730-8

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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

Special Focus on Theory and Applications of Models of Computation
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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

Special Focus on Theory and Applications of Models of Computation
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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
计算机 人工智能 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

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

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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

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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

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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

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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

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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

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Extending generalized unsupervised manifold alignment
Yin X Y, Cui Z, Chang H, et al
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

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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

计算机 生物信息 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 26

CT radiomics can help screen the coronavirus disease 2019 (COVID-19): a preliminary study
Fang, Mengjie; He, Bingxi; Li, Li; Dong, Di; Yang, Xin; Li, Cong; Meng, Lingwei; Zhong, Lianzhen; Li, Hailin; Li, Hongjun; Tian, Jie
Sci China Inf Sci, 2020, 63(7): 172103
Keywords: coronavirus disease 2019; radiomics; pneumonia; diagnosis
Cite as: Fang M J, He B X, Li L, et al. CT radiomics can help screen the coronavirus disease 2019 (COVID-19): a preliminary study. Sci China Inf Sci, 2020, 63(7): 172103, doi: 10.1007/s11432-020-2849-3

Special Focus on Brain Imaging and Addiction
计算机 生物信息 REVIEW Website SpringerLink Google Scholar Cited in SCI: 7

Neuroimaging of inflammation in alcohol use disorder: a review
Feldman, Dana E.; McPherson, Katherine L.; Biesecker, Catherine L.; Wiers, Corinde E.; Manza, Peter; Volkow, Nora D.; Wang, Gene-Jack
Sci China Inf Sci, 2020, 63(7): 170102
Keywords: acetate; adenosine; alcohol use disorder; blood brain barrier; choline; gliosis; glutamate; myo-inositol; neuroimaging; neuroinflammation
Cite as: Feldman D E, McPherson K L, Biesecker C L, et al. Neuroimaging of inflammation in alcohol use disorder: a review. Sci China Inf Sci, 2020, 63(7): 170102, doi: 10.1007/s11432-019-2857-5

Special Focus on Brain Imaging and Addiction
计算机 生物信息 LETTER Website SpringerLink Google Scholar Cited in SCI: 7

Potential neural mechanism of single session transcranial magnetic stimulation on smoking craving
Yuan, Kai; Wen, Xinwen; Wang, Shicong; Liu, Shuang; Shao, Ziqiang; Zhang, Min; Xu, Yan; Chen, Longmao; Yu, Dahua
Sci China Inf Sci, 2020, 63(7): 170105
Keywords: smoking; craving; rtms; mri; dlpfc
Cite as: Yuan K, Wen X W, Wang S C, et al. Potential neural mechanism of single session transcranial magnetic stimulation on smoking craving. Sci China Inf Sci, 2020, 63(7): 170105, doi: 10.1007/s11432-019-2816-x

Special Focus on Brain Imaging and Addiction
计算机 生物信息 RESEARCH PAPER Website SpringerLink Google Scholar Supplementary Cited in SCI: 6

Bariatric surgery induces alterations in effective connectivity between the orbitofrontal cortex and limbic regions in obese patients
Duan, Shijun; Ji, Gang; Li, Guanya; Hu, Yang; Zhang, Wenchao; Wang, Jia; Tomasi, Dardo; Volkow, Nora D.; Nie, Yongzhan; Cui, Guangbin; Wang, Gene-Jack; Zhang, Yi
Sci China Inf Sci, 2020, 63(7): 170104
Keywords: fmri; granger causality analysis; obesity; bariatric surgery; frontal-mesolimbic
Cite as: Duan S J, Ji G, Li G Y, et al. Bariatric surgery induces alterations in effective connectivity between the orbitofrontal cortex and limbic regions in obese patients. Sci China Inf Sci, 2020, 63(7): 170104, doi: 10.1007/s11432-019-2817-x

计算机 生物信息 REVIEW Website SpringerLink Google Scholar Cited in SCI: 3

Application of machine learning method in optical molecular imaging: a review
An, Yu; Meng, Hui; Gao, Yuan; Tong, Tong; Zhang, Chong; Wang, Kun; Tian, Jie
Sci China Inf Sci, 2020, 63(1): 111101
Keywords: optical molecular imaging; machine learning; artificial intelligence
Cite as: An Y, Meng H, Gao Y, et al. Application of machine learning method in optical molecular imaging: a review. Sci China Inf Sci, 2020, 63(1): 111101, doi: 10.1007/s11432-019-2708-1

Special Focus on Brain Imaging and Addiction
计算机 生物信息 REVIEW Website SpringerLink Google Scholar Cited in SCI: 3

Neuroimaging and intervening in memory reconsolidation of human drug addiction
Fan, Chuan; Cheng, Yan; Gou, Huixing; Liu, Chang; Deng, Shengliang; Liu, Chialun; Chen, Xianwen; Bu, Junjie; Zhang, Xiaochu
Sci China Inf Sci, 2020, 63(7): 170103
Keywords: memory reconsolidation; human neuroimaging; drug addiction; retrieval-extinction
Cite as: Fan C, Cheng Y, Gou H X, et al. Neuroimaging and intervening in memory reconsolidation of human drug addiction. Sci China Inf Sci, 2020, 63(7): 170103, doi: 10.1007/s11432-019-2847-8

Special Focus on Brain Imaging and Addiction
计算机 生物信息 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 3

Dysfunctional resting-state EEG microstate correlated with the severity of cigarette exposure in nicotine addiction
Cheng, Yan; Bu, Junjie; Li, Nan; Li, Jian; Gou, Huixing; Sun, Shinan; Liu, Chang; Jin, Zida; He, Changle; Fan, Chuan; Liu, Chialun; Zhang, Xiaochu
Sci China Inf Sci, 2020, 63(7): 170107
Keywords: nicotine addiction; resting-state eeg microstate; microstate duration; pack-years; ftnd
Cite as: Cheng Y, Bu J J, Li N, et al. Dysfunctional resting-state EEG microstate correlated with the severity of cigarette exposure in nicotine addiction. Sci China Inf Sci, 2020, 63(7): 170107, doi: 10.1007/s11432-019-2819-y

Special Focus on Brain Imaging and Addiction
计算机 生物信息 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

Electroacupuncture reduces posterior cingulate cortex activation and functional connectivity during food cue stimulation in overweight/obese subjects
He, Yang; von Deneen, Karen M.; Li, Guanya; Xu, Mingzhu; Zhang, Wenjing; Li, Xiaoping; Ren, Yuanyuan; Zhang, Yi
Sci China Inf Sci, 2020, 63(7): 170106
Keywords: overweight/obese; electroacupuncture; fmri; food-cue reactivity; generalized psychophysiological interaction; dorsal anterior cingulate cortex; posterior cingulate cortex
Cite as: He Y, von Deneen K M, Li G Y, et al. Electroacupuncture reduces posterior cingulate cortex activation and functional connectivity during food cue stimulation in overweight/obese subjects. Sci China Inf Sci, 2020, 63(7): 170106, doi: 10.1007/s11432-019-2867-2

Special Focus on Brain Imaging and Addiction
计算机 生物信息 REVIEW Website SpringerLink Google Scholar Cited in SCI: 1

Proton magnetic resonance spectroscopy in substance use disorder: recent advances and future clinical applications
Chen, Tianzhen; Tan, Haoye; Lei, Huiting; Su, Hang; Zhao, Min
Sci China Inf Sci, 2020, 63(7): 170101
Keywords: proton magnetic resonance spectroscopy; substance use disorders; brain imaging; neurometabolites
Cite as: Chen T Z, Tan H Y, Lei H T, et al. Proton magnetic resonance spectroscopy in substance use disorder: recent advances and future clinical applications. Sci China Inf Sci, 2020, 63(7): 170101, doi: 10.1007/s11432-019-2818-5

计算机 生物信息 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Keywords: disease genes; logistic regression algorithm; multiple biological data; topological similarity of heterogeneous network; reconstructed ppi network
Cite as: Lei X J, Zhang W X. Logistic regression algorithm to identify candidate disease genes based on reliable protein-protein interaction network. Sci China Inf Sci, 2021, 64(7): 179101, doi: 10.1007/s11432-018-1512-0

计算机 生物信息 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

Using breath sound data to detect intraoperative respiratory depression in non-intubated anesthesia
Wang, Sikai; Zhao, Kang; Liu, Ming; Jiang, Hanjun; Wang, Zhihua; Zhang, Zongwang; Kan, Huili; Chen, Ping; Zhu, Binjie
Sci China Inf Sci, 2021, 64(3): 134101
Keywords: respiratory depression detection; breath sound; hilbert spectrum; time-energy dual scale normalization; svm
Cite as: Wang S K, Zhao K, Liu M, et al. Using breath sound data to detect intraoperative respiratory depression in non-intubated anesthesia. Sci China Inf Sci, 2021, 64(3): 134101, doi: 10.1007/s11432-019-1510-6

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 19

MDSSD: multi-scale deconvolutional single shot detector for small objects
Cui, Lisha; Ma, Rui; Lv, Pei; Jiang, Xiaoheng; Gao, Zhimin; Zhou, Bing; Xu, Mingliang
Sci China Inf Sci, 2020, 63(2): 120113
Keywords: object detection; small objects; multi-scale deconvolution; fusion block; real-time
Cite as: Cui L S, Ma R, Lv P, et al. MDSSD: multi-scale deconvolutional single shot detector for small objects. Sci China Inf Sci, 2020, 63(2): 120113, doi: 10.1007/s11432-019-2723-1

计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Homepage Cited in SCI: 18

Jittor: a novel deep learning framework with meta-operators and unified graph execution
Hu, Shi-Min; Liang, Dun; Yang, Guo-Ye; Yang, Guo-Wei; Zhou, Wen-Yang
Sci China Inf Sci, 2020, 63(12): 222103
Keywords: deep learning framework; meta-operator; unified graph execution; jit compilation; generative adversarial network
Cite as: Hu S-M, Liang D, Yang G-Y, et al. Jittor: a novel deep learning framework with meta-operators and unified graph execution. Sci China Inf Sci, 2020, 63(12): 222103, doi: 10.1007/s11432-020-3097-4

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 14

PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection
Xie, Jin; Pang, Yanwei; Cholakkal, Hisham; Anwer, Rao; Khan, Fahad; Shao, Ling
Sci China Inf Sci, 2021, 64(2): 120103
Keywords: pedestrian detection; graph convolutional network; occlusion; object detection; feature extraction
Cite as: Xie J, Pang Y W, Cholakkal H, et al. PSC-Net: learning part spatial co-occurrence for occluded pedestrian detection. Sci China Inf Sci, 2021, 64(2): 120103, doi: 10.1007/s11432-020-2969-8

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 14

Task-wise attention guided part complementary learning for few-shot image classification
Cheng, Gong; Li, Ruimin; Lang, Chunbo; Han, Junwei
Sci China Inf Sci, 2021, 64(2): 120104
Keywords: few-shot learning; meta-learning; task-wise attention; part complementary learning
Cite as: Cheng G, Li R M, Lang C B, et al. Task-wise attention guided part complementary learning for few-shot image classification. Sci China Inf Sci, 2021, 64(2): 120104, doi: 10.1007/s11432-020-3156-7

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 13

CGNet: cross-guidance network for semantic segmentation
Zhang, Zhijie; Pang, Yanwei
Sci China Inf Sci, 2020, 63(2): 120104
Keywords: semantic segmentation; fully convolutional networks; pyramid network; edge detection; saliency detection; cross-guidance
Cite as: Zhang Z J, Pang Y W. CGNet: cross-guidance network for semantic segmentation. Sci China Inf Sci, 2020, 63(2): 120104, doi: 10.1007/s11432-019-2718-7

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 12

FACLSTM: ConvLSTM with focused attention for scene text recognition
Wang, Qingqing; Huang, Ye; Jia, Wenjing; He, Xiangjian; Blumenstein, Michael; Lyu, Shujing; Lu, Yue
Sci China Inf Sci, 2020, 63(2): 120103
Keywords: scene text recognition; convolutional lstm; focused attention; spatial correlation; sequential prediction
Cite as: Wang Q Q, Huang Y, Jia W J, et al. FACLSTM: ConvLSTM with focused attention for scene text recognition. Sci China Inf Sci, 2020, 63(2): 120103, doi: 10.1007/s11432-019-2713-1

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 10

Preserving details in semantics-aware context for scene parsing
Ma, Shuai; Pang, Yanwei; Pan, Jing; Shao, Ling
Sci China Inf Sci, 2020, 63(2): 120106
Keywords: fully convolutional networks; semantic segmentation; cityscapes; semantic-aware context
Cite as: Ma S, Pang Y W, Pan J, et al. Preserving details in semantics-aware context for scene parsing. Sci China Inf Sci, 2020, 63(2): 120106, doi: 10.1007/s11432-019-2738-y

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 8

Triple discriminator generative adversarial network for zero-shot image classification
Ji, Zhong; Yan, Jiangtao; Wang, Qiang; Pang, Yanwei; Li, Xuelong
Sci China Inf Sci, 2021, 64(2): 120101
Keywords: zero-shot classification; generative adversarial nets; text reconstruction; sharma-mittal entropy
Cite as: Ji Z, Yan J T, Wang Q, et al. Triple discriminator generative adversarial network for zero-shot image classification. Sci China Inf Sci, 2021, 64(2): 120101, doi: 10.1007/s11432-020-3032-8

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 7

Ordinal distribution regression for gait-based age estimation
Zhu, Haiping; Zhang, Yuheng; Li, Guohao; Zhang, Junping; Shan, Hongming
Sci China Inf Sci, 2020, 63(2): 120102
Keywords: computer vision; deep learning; ordinal distribution regression; global and local features; gait-based age estimation
Cite as: Zhu H P, Zhang Y H, Li G H, et al. Ordinal distribution regression for gait-based age estimation. Sci China Inf Sci, 2020, 63(2): 120102, doi: 10.1007/s11432-019-2733-4

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 6

Leveraging 3D blendshape for facial expression recognition using CNN
Wang, Sa; Cheng, Zhengxin; Deng, Xiaoming; Chang, Liang; Duan, Fuqing; Lu, Ke
Sci China Inf Sci, 2020, 63(2): 120114
Keywords: facial expression recognition; convolutional neural network; two-stream network; 3d face blendshape; face representation
Cite as: Wang S, Cheng Z X, Deng X M, et al. Leveraging 3D blendshape for facial expression recognition using CNN. Sci China Inf Sci, 2020, 63(2): 120114, doi: 10.1007/s11432-019-2747-y

计算机 图形图像 LETTER Website SpringerLink Google Scholar Cited in SCI: 6

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

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 5

SynthText3D: synthesizing scene text images from 3D virtual worlds
Liao, Minghui; Song, Boyu; Long, Shangbang; He, Minghang; Yao, Cong; Bai, Xiang
Sci China Inf Sci, 2020, 63(2): 120105
Keywords: optical character recognition (ocr); synthetic data; scene text detection; 3d; deep learning
Cite as: Liao M H, Song B Y, Long S B, et al. SynthText3D: synthesizing scene text images from 3D virtual worlds. Sci China Inf Sci, 2020, 63(2): 120105, doi: 10.1007/s11432-019-2737-0

计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 5

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

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 4

Anomaly detection by exploiting the tracking trajectory in surveillance videos
Xue, Zixuan; Wu, Wei
Sci China Inf Sci, 2020, 63(5): 154101
Keywords: anomaly detection; object detection; tracking trajectory; double fusion method; trajectory association
Cite as: Xue Z X, Wu W. Anomaly detection by exploiting the tracking trajectory in surveillance videos. Sci China Inf Sci, 2020, 63(5): 154101, doi: 10.1007/s11432-018-9792-8

计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 4

InStereo2K: a large real dataset for stereo matching in indoor scenes
Bao, Wei; Wang, Wei; Xu, Yuhua; Guo, Yulan; Hong, Siyu; Zhang, Xiaohu
Sci China Inf Sci, 2020, 63(11): 212101
Keywords: stereo matching; depth estimation; convolutional neural network; dataset
Cite as: Bao W, Wang W, Xu Y H, et al. InStereo2K: a large real dataset for stereo matching in indoor scenes. Sci China Inf Sci, 2020, 63(11): 212101, doi: 10.1007/s11432-019-2803-x

计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 3

Large margin deep embedding for aesthetic image classification
Guo, Guanjun; Wang, Hanzi; Yan, Yan; Zhang, Liming; Li, Bo
Sci China Inf Sci, 2020, 63(1): 119101
Keywords: aesthetic classification; large margin; deep embedding; deep metric learning; joint loss
Cite as: Guo G J, Wang H Z, Yan Y, et al. Large margin deep embedding for aesthetic image classification. Sci China Inf Sci, 2020, 63(1): 119101, doi: 10.1007/s11432-018-9567-8

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 3

Ordered matrix representation supporting the visual analysis of associated data
Chen, Yi; Lv, Cheng; Li, Yue; Chen, Wei; Ma, Kwan-Liu
Sci China Inf Sci, 2020, 63(8): 184101
Keywords: visualization; rw-rank; ordered matrix; associated data; pesticide residue data
Cite as: Chen Y, Lv C, Li Y, et al. Ordered matrix representation supporting the visual analysis of associated data. Sci China Inf Sci, 2020, 63(8): 184101, doi: 10.1007/s11432-019-2647-3

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Website SpringerLink Google Scholar Cited in SCI: 3

Learning generalizable deep feature using triplet-batch-center loss for person re-identification
Hu, Bin; Xu, Jiwei; Wang, Xinggang
Sci China Inf Sci, 2021, 64(2): 120111
Keywords: person re-identification; triplet loss; triplet-batch-center loss; metric learning; deep learning
Cite as: Hu B, Xu J W, Wang X G. Learning generalizable deep feature using triplet-batch-center loss for person re-identification. Sci China Inf Sci, 2021, 64(2): 120111, doi: 10.1007/s11432-019-2943-6

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

Multi-attention based cross-domain beauty product image retrieval
Wang, Zhihui; Liu, Xing; Lin, Jiawen; Yang, Caifei; Li, Haojie
Sci China Inf Sci, 2020, 63(2): 120112
Keywords: beauty product image retrieval; saliency attention mechanism; text attention mechanism; local feature aggregation; multi-attention classification network
Cite as: Wang Z H, Liu X, Lin J W, et al. Multi-attention based cross-domain beauty product image retrieval. Sci China Inf Sci, 2020, 63(2): 120112, doi: 10.1007/s11432-019-2721-0

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 2

Visualization of COVID-19 spread based on spread and extinction indexes
Zhang, Song-Hai; Cai, Yun; Li, Jian
Sci China Inf Sci, 2020, 63(6): 164102
Keywords: visual analytics; spread index; extinction index; themeriver; bubble chart; covid-19
Cite as: Zhang S-H, Cai Y, Li J. Visualization of COVID-19 spread based on spread and extinction indexes. Sci China Inf Sci, 2020, 63(6): 164102, doi: 10.1007/s11432-020-2828-1

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 2

Recursive narrative alignment for movie narrating
Han, Zhongyi; Wu, Hongbo; Wei, Benzheng; Yin, Yilong; Li, Shuo
Sci China Inf Sci, 2020, 63(7): 174101
Keywords: movie narrating; visual captioning; long short-term memory networks; deep learning; narrative
Cite as: Han Z Y, Wu H B, Wei B Z, et al. Recursive narrative alignment for movie narrating. Sci China Inf Sci, 2020, 63(7): 174101, doi: 10.1007/s11432-018-9908-4

计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

Discriminative fine-grained network for vehicle re-identification using two-stage re-ranking
Wang, Qi; Min, Weidong; He, Daojing; Zou, Song; Huang, Tiemei; Zhang, Yu; Liu, Ruikang
Sci China Inf Sci, 2020, 63(11): 212102
Keywords: vehicle re-identification; dfn; two-stage re-ranking; fine-grained; jaccard metric
Cite as: Wang Q, Min W D, He D J, et al. Discriminative fine-grained network for vehicle re-identification using two-stage re-ranking. Sci China Inf Sci, 2020, 63(11): 212102, doi: 10.1007/s11432-019-2811-8

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 2

Reading comprehension based on visualization of eye tracking and EEG data
Cheng, Shiwei; Hu, Yilin; Fan, Jing; Wei, Qianjing
Sci China Inf Sci, 2020, 63(11): 214101
Keywords: eye tracking; human computer interaction; user interface; brain computer interaction; information visualization
Cite as: Cheng S W, Hu Y L, Fan J, et al. Reading comprehension based on visualization of eye tracking and EEG data. Sci China Inf Sci, 2020, 63(11): 214101, doi: 10.1007/s11432-019-1466-7

计算机 图形图像 LETTER Website SpringerLink Google Scholar Cited in SCI: 2

Human-in-the-loop image segmentation and annotation
Zhang, Xiaoya; Wang, Lianjie; Xie, Jin; Zhu, Pengfei
Sci China Inf Sci, 2020, 63(11): 219101
Keywords: semantic segmentation; active learning; human-machine collaboration; pseudo labelling; image annotation
Cite as: Zhang X Y, Wang L J, Xie J, et al. Human-in-the-loop image segmentation and annotation. Sci China Inf Sci, 2020, 63(11): 219101, doi: 10.1007/s11432-019-2759-y

计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

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

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Website SpringerLink Google Scholar Cited in SCI: 2

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

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 1

Spatiotemporal consistency-based adaptive hand-held video stabilization
Li, Xiao; Li, Shuai; Qin, Hong; Hao, Aimin
Sci China Inf Sci, 2020, 63(1): 114101
Keywords: hand-held camera; adaptive video stabilization; spatial structure consistency; self-adaptive imf selection; feature-centric emd
Cite as: Li X, Li S, Qin H, et al. Spatiotemporal consistency-based adaptive hand-held video stabilization. Sci China Inf Sci, 2020, 63(1): 114101, doi: 10.1007/s11432-018-9764-0

计算机 图形图像 LETTER Website SpringerLink Google Scholar Cited in SCI: 1

Effective two-view line segment reconstruction based on structure priors
Wang, Wei; Cui, Hainan; Gao, Wei; Hu, Zhanyi
Sci China Inf Sci, 2020, 63(1): 119102
Keywords: line segment matching; plane fitting; 3d reconstruction; energy optimization; structure prior
Cite as: Wang W, Cui H N, Gao W, et al. Effective two-view line segment reconstruction based on structure priors. Sci China Inf Sci, 2020, 63(1): 119102, doi: 10.1007/s11432-019-9867-9

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 EDITORIAL Website SpringerLink Google Scholar Cited in SCI: 1

Special focus on deep learning for computer vision
Bai, Xiang; Pang, Yanwei; Zhang, Guofeng
Sci China Inf Sci, 2020, 63(2): 120100
Cite as: Bai X, Pang Y W, Zhang G F. Special focus on deep learning for computer vision. Sci China Inf Sci, 2020, 63(2): 120100, doi: 10.1007/s11432-020-2766-x

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 1

Progressive rectification network for irregular text recognition
Gao, Yunze; Chen, Yingying; Wang, Jinqiao; Lu, Hanqing
Sci China Inf Sci, 2020, 63(2): 120101
Keywords: irregular text recognition; progressive rectification; iterative refinement
Cite as: Gao Y Z, Chen Y Y, Wang J Q, et al. Progressive rectification network for irregular text recognition. Sci China Inf Sci, 2020, 63(2): 120101, doi: 10.1007/s11432-019-2710-7

Special Focus on Deep Learning for Computer Vision
计算机 图形图像 LETTER Website SpringerLink Google Scholar Cited in SCI: 1

Discriminative stacked autoencoder for feature representation and classification
Gao, Yiping; Li, Xinyu; Gao, Liang
Sci China Inf Sci, 2020, 63(2): 120111
Keywords: stacked autoencoders; discriminative feature representation; hybrid pretraining; classification; deep learning
Cite as: Gao Y P, Li X Y, Gao L. Discriminative stacked autoencoder for feature representation and classification. Sci China Inf Sci, 2020, 63(2): 120111, doi: 10.1007/s11432-019-2722-3

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 1

Detail-preserving smoke simulation using an efficient high-order numerical scheme
Zhu, Jian; Yang, Zhuo; Sun, Hanqiu; Wu, Enhua; Cai, Ruichu; Hao, Zhifeng
Sci China Inf Sci, 2020, 63(6): 164101
Keywords: constrained interpolation profile; dimensional splitting; high-order advection; taylor expansion; smoke simulation
Cite as: Zhu J, Yang Z, Sun H Q, et al. Detail-preserving smoke simulation using an efficient high-order numerical scheme. Sci China Inf Sci, 2020, 63(6): 164101, doi: 10.1007/s11432-018-9889-8

计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Mobile person re-identification with a lightweight trident CNN
Xiong, Mingfu; Chen, Dan; Lu, Xiaoqiang
Sci China Inf Sci, 2020, 63(11): 219102
Keywords: smart mobile device; person re-identification; trident cnn; smart city; video surveillance
Cite as: Xiong M F, Chen D, Lu X Q. Mobile person re-identification with a lightweight trident CNN. Sci China Inf Sci, 2020, 63(11): 219102, doi: 10.1007/s11432-019-2782-3

计算机 图形图像 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Face-sketch learning with human sketch-drawing order enforcement
Chang, Liang; Jin, Lihua; Weng, Lifen; Chao, Wentao; Wang, Xuguang; Deng, Xiaoming; Dong, Qiulei
Sci China Inf Sci, 2020, 63(11): 219103
Keywords: face sketch synthesis; deep neural network; order enforcement; image synthesis; generative adversarial network
Cite as: Chang L, Jin L H, Weng L F, et al. Face-sketch learning with human sketch-drawing order enforcement. Sci China Inf Sci, 2020, 63(11): 219103, doi: 10.1007/s11432-019-2890-8

计算机 图形图像 RESEARCH PAPER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising
Xie, Qi; Zhao, Qian; Xu, Zongben; Meng, Deyu
Sci China Inf Sci, 2020, 63(12): 222101
Keywords: color image denoising; nonlocal self-similarity; gaussian mixture model; maximum a posterior (map) model; em algorithm
Cite as: Xie Q, Zhao Q, Xu Z B, et al. Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising. Sci China Inf Sci, 2020, 63(12): 222101, doi: 10.1007/s11432-020-2880-3

计算机 图形图像 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 1

Semantic part segmentation of single-view point cloud
Peng, Haotian; Zhou, Bin; Yin, Liyuan; Guo, Kan; Zhao, Qinping
Sci China Inf Sci, 2020, 63(12): 224101
Keywords: computers and graphics; single-view point cloud; annotation transfer; semantic part segmentation; category independent matching; point clouds registration
Cite as: Peng H T, Zhou B, Yin L Y, et al. Semantic part segmentation of single-view point cloud. Sci China Inf Sci, 2020, 63(12): 224101, doi: 10.1007/s11432-018-9689-9

Special Focus on Deep Learning for Computer Vision
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Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation
Mao, Fengling; Ma, Bingpeng; Chang, Hong; Shan, Shiguang; Chen, Xilin
Sci China Inf Sci, 2021, 64(2): 120102
Keywords: generative adversarial network; gan; text-to-image synthesis; knowledge distillation
Cite as: Mao F L, Ma B P, Chang H, et al. Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation. Sci China Inf Sci, 2021, 64(2): 120102, doi: 10.1007/s11432-020-2900-x

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Neural compositing for real-time augmented reality rendering in low-frequency lighting environments
Ma, Shengjie; Shen, Qian; Hou, Qiming; Ren, Zhong; Zhou, Kun
Sci China Inf Sci, 2021, 64(2): 122101
Keywords: augmented reality; neural networks; differentiable renderer; reflection; shadow
Cite as: Ma S J, Shen Q, Hou Q M, et al. Neural compositing for real-time augmented reality rendering in low-frequency lighting environments. Sci China Inf Sci, 2021, 64(2): 122101, doi: 10.1007/s11432-020-3024-5

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Designing and deploying a mixed-reality aquarium for cognitive training of young children with autism spectrum disorder
Liu, Juan; Bian, Yulong; Yuan, Yanran; Xi, Yuting; Geng, Wenxiu; Jin, Xinpei; Gai, Wei; Fan, Xiangmin; Tian, Feng; Meng, Xiangxu; Yang, Chenglei
Sci China Inf Sci, 2021, 64(5): 154101
Keywords: autism spectrum disorder; mixed reality; cognitive training; young asd children; user study; quantitative research
Cite as: Liu J, Bian Y L, Yuan Y R, et al. Designing and deploying a mixed-reality aquarium for cognitive training of young children with autism spectrum disorder. Sci China Inf Sci, 2021, 64(5): 154101, doi: 10.1007/s11432-020-2941-7

Special Focus on Visual Computing with Machine Learning
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Single-view facial reflectance inference with a differentiable renderer
Geng, Jiahao; Weng, Yanlin; Wang, Lvdi; Zhou, Kun
Sci China Inf Sci, 2021, 64(11): 210101
Keywords: facial modeling; reflectance inference; differentiable renderer
Cite as: Geng J H, Weng Y L, Wang L D, et al. Single-view facial reflectance inference with a differentiable renderer. Sci China Inf Sci, 2021, 64(11): 210101, doi: 10.1007/s11432-020-3236-2

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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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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

Special Focus on Deep Learning for Computer Vision
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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

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A flexible technique to select objects via convolutional neural network in VR space
Li, Huiyu; Fan, Linwei
Sci China Inf Sci, 2020, 63(1): 112101
Keywords: convolutional neural network; interaction techniques; pose estimation; virtual reality; 3d selection
Cite as: Li H Y, Fan L W. A flexible technique to select objects via convolutional neural network in VR space. Sci China Inf Sci, 2020, 63(1): 112101, doi: 10.1007/s11432-019-1517-3

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Keywords: fractional fourier transform; face recognition; convolutional neural networks; deep spatial-frequency feature; illumination
Cite as: Wu X, Tao R, Hong D F, et al. The FrFT convolutional face: toward robust face recognition using the fractional Fourier transform and convolutional neural networks. Sci China Inf Sci, 2020, 63(1): 119103, doi: 10.1007/s11432-018-9862-9

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A spatial structural similarity triplet loss for auxiliary vehicle re-identification
Zhu, Jianqing; Liu, Liu; Zhu, Xiaobin; Zeng, Huanqiang
Sci China Inf Sci, 2021, 64(7): 179104
Keywords: vehicle re-identification; spatial strutural simialrity; triplet loss; deep learning; video surveillance system
Cite as: Zhu J Q, Liu L, Zhu X B, et al. A spatial structural similarity triplet loss for auxiliary vehicle re-identification. Sci China Inf Sci, 2021, 64(7): 179104, doi: 10.1007/s11432-020-3004-7

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Learning to focus: cascaded feature matching network for few-shot image recognition
Chen, Mengting; Wang, Xinggang; Luo, Heng; Geng, Yifeng; Liu, Wenyu
Sci China Inf Sci, 2021, 64(9): 192105
Keywords: few-shot learning; image recognition; feature matching; self-attention
Cite as: Chen M T, Wang X G, Luo H, et al. Learning to focus: cascaded feature matching network for few-shot image recognition. Sci China Inf Sci, 2021, 64(9): 192105, doi: 10.1007/s11432-020-2973-7

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LotusMenu: a 3D menu using wrist and elbow rotation inspired by Chinese traditional symbol
Lyu, Fei; Liu, Yujie; Huang, Jin; Zhang, Zhaolin
Sci China Inf Sci, 2021, 64(10): 204101
Keywords: interaction; 3d menu; freehand gesture; selection technology; 3d rotation
Cite as: Lyu F, Liu Y J, Huang J, et al. LotusMenu: a 3D menu using wrist and elbow rotation inspired by Chinese traditional symbol. Sci China Inf Sci, 2021, 64(10): 204101, doi: 10.1007/s11432-020-2999-y

Special Focus on Visual Computing with Machine Learning
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Dual attention autoencoder for all-weather outdoor lighting estimation
Yu, Piaopiao; Guo, Jie; Wu, Longhai; Zhou, Cheng; Li, Mengtian; Wang, Chenchen; Guo, Yanwen
Sci China Inf Sci, 2021, 64(11): 210102
Keywords: outdoor illumination; adaptive feature pyramid; attention; autoencoder; augmented reality
Cite as: Yu P P, Guo J, Wu L H, et al. Dual attention autoencoder for all-weather outdoor lighting estimation. Sci China Inf Sci, 2021, 64(11): 210102, doi: 10.1007/s11432-021-3282-4

Special Focus on Visual Computing with Machine Learning
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Weakly supervised 2D human pose transfer
Zheng, Qian; Liu, Yajie; Lin, Zhizhao; Lischinski, Dani; Cohen-Or, Daniel; Huang, Hui
Sci China Inf Sci, 2021, 64(11): 210103
Keywords: pose transfer; weak supervision; human skeleton
Cite as: Zheng Q, Liu Y J, Lin Z Z, et al. Weakly supervised 2D human pose transfer. Sci China Inf Sci, 2021, 64(11): 210103, doi: 10.1007/s11432-021-3301-5

Special Focus on Visual Computing with Machine Learning
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iHairRecolorer: deep image-to-video hair color transfer
Wu, Keyu; Yang, Lingchen; Fu, Hongbo; Zheng, Youyi
Sci China Inf Sci, 2021, 64(11): 210104
Keywords: hair color transfer; video manipulation; luminance map; cycle consistency
Cite as: Wu K Y, Yang L C, Fu H B, et al. iHairRecolorer: deep image-to-video hair color transfer. Sci China Inf Sci, 2021, 64(11): 210104, doi: 10.1007/s11432-021-3325-6

Special Focus on Visual Computing with Machine Learning
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Hausdorff point convolution with geometric priors
Lin, Liqiang; Huang, Pengdi; Xue, Fuyou; Xu, Kai; Cohen-Or, Daniel; Huang, Hui
Sci China Inf Sci, 2021, 64(11): 210105
Keywords: point convolution; hausdorff distance; geometric prior; deep neural network
Cite as: Lin L Q, Huang P D, Xue F Y, et al. Hausdorff point convolution with geometric priors. Sci China Inf Sci, 2021, 64(11): 210105, doi: 10.1007/s11432-021-3311-2

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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

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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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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

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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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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

Special Focus on Deep Learning for Computer Vision
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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

Special Focus on Deep Learning for Computer Vision
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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 Focus on Deep Learning for Computer Vision
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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
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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

Special Focus on Deep Learning for Computer Vision
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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

Special Focus on Deep Learning for Computer Vision
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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 Focus on Deep Learning for Computer Vision
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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; gans; 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

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Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval
Ji Z, Chen K X, He Y Q, et al
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

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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

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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

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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

Special Focus on Constraints and Optimization in Artificial Intelligence
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Focal distance tabu search
Glover, Fred; Lu, Zhipeng
Sci China Inf Sci, 2021, 64(5): 150101
Keywords: tabu search; diversification; strategic oscillation; adaptive partitioning; metaheuristics
Cite as: Glover F, Lv Z P. Focal distance tabu search. Sci China Inf Sci, 2021, 64(5): 150101, doi: 10.1007/s11432-020-3115-5

Special Focus on Constraints and Optimization in Artificial Intelligence
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Learning dynamics of gradient descent optimization in deep neural networks
Wu, Wei; Jing, Xiaoyuan; Du, Wencai; Chen, Guoliang
Sci China Inf Sci, 2021, 64(5): 150102
Keywords: learning dynamics; deep neural networks; gradient descent; control model; transfer function
Cite as: Wu W, Jing X Y, Du W C, et al. Learning dynamics of gradient descent optimization in deep neural networks. Sci China Inf Sci, 2021, 64(5): 150102, doi: 10.1007/s11432-020-3163-0

Special Focus on Constraints and Optimization in Artificial Intelligence
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On the robustness of median sampling in noisy evolutionary optimization
Bian, Chao; Qian, Chao; Yu, Yang; Tang, Ke
Sci China Inf Sci, 2021, 64(5): 150103
Keywords: evolutionary algorithms; noisy optimization; median sampling; computational complexity; runtime analysis
Cite as: Bian C, Qian C, Yu Y, et al. On the robustness of median sampling in noisy evolutionary optimization. Sci China Inf Sci, 2021, 64(5): 150103, doi: 10.1007/s11432-020-3114-y

Special Focus on Constraints and Optimization in Artificial Intelligence
计算机 计算机理论 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

An approximation algorithm for k-median with priorities
Zhang, Zhen; Feng, Qilong; Xu, Jinhui; Wang, Jianxin
Sci China Inf Sci, 2021, 64(5): 150104
Keywords: clustering; k-median; approximation algorithm; lp relaxtion; primal-dual
Cite as: Zhang Z, Feng Q L, Xu J H, et al. An approximation algorithm for k-median with priorities. Sci China Inf Sci, 2021, 64(5): 150104, doi: 10.1007/s11432-020-3066-x

Special Focus on Constraints and Optimization in Artificial Intelligence
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Solving diversified top-k weight clique search problem
Zhou, Junping; Li, Chumin; Zhou, Yupeng; Li, Mingyang; Liang, Lili; Wang, Jianan
Sci China Inf Sci, 2021, 64(5): 150105
Keywords: encoding; independent set; maximal clique; partial maxsat; top-k
Cite as: Zhou J P, Li C M, Zhou Y P, et al. Solving diversified top-k weight clique search problem. Sci China Inf Sci, 2021, 64(5): 150105, doi: 10.1007/s11432-020-3069-4

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Incremental algorithms for the maximum internal spanning tree problem
Zhu, Xianbin; Li, Wenjun; Yang, Yongjie; Wang, Jianxin
Sci China Inf Sci, 2021, 64(5): 152103
Keywords: maximum internal spanning tree; incremental problem; approximation algorithm; competitive ratio
Cite as: Zhu X B, Li W J, Yang Y J, et al. Incremental algorithms for the maximum internal spanning tree problem. Sci China Inf Sci, 2021, 64(5): 152103, doi: 10.1007/s11432-019-2630-2

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A nearly optimal distributed algorithm for computing the weighted girth
Hua, Qiang-Sheng; Qian, Lixiang; Yu, Dongxiao; Shi, Xuanhua; Jin, Hai
Sci China Inf Sci, 2021, 64(11): 212101
Keywords: distributed algorithms; weighted girth; congest model; communication complexity; round complex
Cite as: Hua Q-S, Qian L X, Yu D X, et al. A nearly optimal distributed algorithm for computing the weighted girth. Sci China Inf Sci, 2021, 64(11): 212101, doi: 10.1007/s11432-020-2931-x

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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

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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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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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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

计算机 高性能计算 REVIEW Website SpringerLink Google Scholar Cited in SCI: 12

A survey of Blockchain consensus algorithms: mechanism, design and applications
Fu, Xiang; Wang, Huaimin; Shi, Peichang
Sci China Inf Sci, 2021, 64(2): 121101
Keywords: blockchain; consensus algorithm; byzantine fault-tolerant; process model; design principles
Cite as: Fu X, Wang H M, Shi P C, et al. A survey of Blockchain consensus algorithms: mechanism, design and applications. Sci China Inf Sci, 2021, 64(2): 121101, doi: 10.1007/s11432-019-2790-1

From CAS & CAE Members
计算机 高性能计算 REVIEW Website SpringerLink Google Scholar Cited in SCI: 6

Keywords: top500; gordon bell prize; large-scale; supercomputer
Cite as: Zheng W M. Research trend of large-scale supercomputers and applications from the TOP500 and Gordon Bell Prize. Sci China Inf Sci, 2020, 63(7): 171001, doi: 10.1007/s11432-020-2861-0

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IMCI: an efficient fingerprint retrieval approach based on 3D stacked memory
Cheng, Wen; Cai, Ran; Zeng, Lingfang; Feng, Dan; Brinkmann, Andre; Wang, Yang
Sci China Inf Sci, 2020, 63(7): 179101
Keywords: data deduplication; fingerprint retrieval; process in memory; 3d stacked memory; storage design
Cite as: Cheng W, Cai R, Zeng L F, et al. IMCI: an efficient fingerprint retrieval approach based on 3D stacked memory. Sci China Inf Sci, 2020, 63(7): 179101, doi: 10.1007/s11432-019-2672-5

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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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Online traffic-aware linked VM placement in cloud data centers
Lin, Liwei; Wei, David S. L.; Ma, Ruhui; Li, Jian; Guan, Haibing
Sci China Inf Sci, 2020, 63(7): 172101
Keywords: linked vms; traffic-aware; online vm placement; cloud data center; energy efficient
Cite as: Lin L W, Wei D S L, Ma R H, et al. Online traffic-aware linked VM placement in cloud data centers. Sci China Inf Sci, 2020, 63(7): 172101, doi: 10.1007/s11432-019-9948-6

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HMvisor: dynamic hybrid memory management for virtual machines
Yang, Dang; Liu, Haikun; Jin, Hai; Zhang, Yu
Sci China Inf Sci, 2021, 64(9): 192104
Keywords: hypervisor; virtual machine; non-volatile memory; hybrid memory management
Cite as: Yang D, Liu H K, Jin H, et al. HMvisor: dynamic hybrid memory management for virtual machines. Sci China Inf Sci, 2021, 64(9): 192104, doi: 10.1007/s11432-019-2729-5

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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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Boosting performance of virtualized desktop infrastructure with physical GPU and SPICE
Li, Shupan; Xiao, Limin; Shi, Chungang; Che, Liequan; Zhang, Changyou; Li, Yuanzhang
Sci China Inf Sci, 2020, 63(7): 179102
Keywords: visualized desktop infrastructure; spice; physical gpu; virtual machine; vm; virtual machine monitor; vmm
Cite as: Li S P, Xiao L M, Shi C G, et al. Boosting performance of virtualized desktop infrastructure with physical GPU and SPICE. Sci China Inf Sci, 2020, 63(7): 179102, doi: 10.1007/s11432-018-9914-5

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Demystifying graph processing frameworks and benchmarks
Deng, Junyong; Wu, Qinzhe; Wu, Xiaoyan; Song, Shuang; Dean, Joseph; John, Lizy Kurian
Sci China Inf Sci, 2020, 63(12): 229101
Keywords: graph processing frameworks; benchmark; performance evaluation; correlation analysis; principal component analysis; graph workloads
Cite as: Deng J Y, Wu Q Z, Wu X Y, et al. Demystifying graph processing frameworks and benchmarks. Sci China Inf Sci, 2020, 63(12): 229101, doi: 10.1007/s11432-019-2807-4

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Sunway supercomputer architecture towards exascale computing: analysis and practice
Gao, Jiangang; Zheng, Fang; Qi, Fengbin; Ding, Yajun; Li, Hongliang; Lu, Hongsheng; He, Wangquan; Wei, Hongmei; Jin, Lifeng; Liu, Xin; Gong, Daoyong; Wang, Fei; Zheng, Yan; Sun, Honghui; Zhou, Zhou; Liu, Yong; You, Hongtao
Sci China Inf Sci, 2021, 64(4): 141101
Keywords: supercomputer; exascale; sunway; scalability; power consumption; data movement; programming; availability
Cite as: Gao J G, Zheng F, Qi F B, et al. Sunway supercomputer architecture towards exascale computing: analysis and practice. Sci China Inf Sci, 2021, 64(4): 141101, doi: 10.1007/s11432-020-3104-7

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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

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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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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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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

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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

Special Focus on Security and Privacy in Blockchain-based Applications
计算机 信息安全 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 17

Blockchain-based multiple groups data sharing with anonymity and traceability
Huang, Hui; Chen, Xiaofeng; Wang, Jianfeng
Sci China Inf Sci, 2020, 63(3): 130101
Keywords: multiple groups; data sharing; blockchain; anonymity; traceability
Cite as: Huang H, Chen X F, Wang J F. Blockchain-based multiple groups data sharing with anonymity and traceability. Sci China Inf Sci, 2020, 63(3): 130101, doi: 10.1007/s11432-018-9781-0

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Hybrid malware detection approach with feedback-directed machine learning
Li, Zhetao; Li, Wenlin; Lin, Fuyuan; Sun, Yi; Yang, Min; Zhang, Yuan; Wang, Zhibo
Sci China Inf Sci, 2020, 63(3): 139103
Keywords: malware detection; hybrid approach; android; machine learning; security
Cite as: Li Z T, Li W L, Lin F Y, et al. Hybrid malware detection approach with feedback-directed machine learning. Sci China Inf Sci, 2020, 63(3): 139103, doi: 10.1007/s11432-018-9615-8

Special Focus on Security and Privacy in Blockchain-based Applications
计算机 信息安全 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 14

SecBCS: a secure and privacy-preserving blockchain-based crowdsourcing system
Lin, Chao; He, Debiao; Zeadally, Sherali; Kumar, Neeraj; Choo, Kim-Kwang Raymond
Sci China Inf Sci, 2020, 63(3): 130102
Keywords: crowdsourcing; blockchain; secure; privacy-preserving; smart contract
Cite as: Lin C, He D B, Zeadally S, et al. SecBCS: a secure and privacy-preserving blockchain-based crowdsourcing system. Sci China Inf Sci, 2020, 63(3): 130102, doi: 10.1007/s11432-019-9893-2

计算机 信息安全 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 10

Identifying the vulnerabilities of bitcoin anonymous mechanism based on address clustering
Zheng, Baokun; Zhu, Liehuang; Shen, Meng; Du, Xiaojiang; Guizani, Mohsen
Sci China Inf Sci, 2020, 63(3): 132101
Keywords: privacy; blockchain; bitcoin; transaction; cluster
Cite as: Zheng B K, Zhu L H, Shen M, et al. Identifying the vulnerabilities of bitcoin anonymous mechanism based on address clustering. Sci China Inf Sci, 2020, 63(3): 132101, doi: 10.1007/s11432-019-9900-9

计算机 信息安全 REVIEW Website SpringerLink Google Scholar Cited in SCI: 8

Stream cipher designs: a review
Jiao, Lin; Hao, Yonglin; Feng, Dengguo
Sci China Inf Sci, 2020, 63(3): 131101
Keywords: stream cipher; survey; lightweight; authenticated encryption; homomorphic encryption
Cite as: Jiao L, Hao Y L, Feng D G. Stream cipher designs: a review. Sci China Inf Sci, 2020, 63(3): 131101, doi: 10.1007/s11432-018-9929-x

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PPLS: a privacy-preserving location-sharing scheme in mobile online social networks
Xu, Chang; Xie, Xuan; Zhu, Liehuang; Sharif, Kashif; Zhang, Chuan; Du, Xiaojiang; Guizani, Mohsen
Sci China Inf Sci, 2020, 63(3): 132105
Keywords: privacy-preservation; location-sharing; mobile online social networks
Cite as: Xu C, Xie X, Zhu L H, et al. PPLS: a privacy-preserving location-sharing scheme in mobile online social networks. Sci China Inf Sci, 2020, 63(3): 132105, doi: 10.1007/s11432-019-1508-6

计算机 信息安全 LETTER Website SpringerLink Google Scholar Cited in SCI: 5

Permutation polynomials x(2k+1+3) + ax(2k+2) + bx over F-22k and their differential uniformity
Peng, Jie; Zheng, Lijing; Wu, Chunsheng; Kan, Haibin
Sci China Inf Sci, 2020, 63(10): 209101
Keywords: finite fields; permutation polynomial; binomial; trinomial; differential uniformity
Cite as: Peng J, Zheng L J, Wu C S, et al. Permutation polynomials x(2k+1+3) + ax(2k+2) + bx over F-22k and their differential uniformity. Sci China Inf Sci, 2020, 63(10): 209101, doi: 10.1007/s11432-018-9741-6

Special Focus on Security and Privacy in Blockchain-based Applications
计算机 信息安全 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 4

A privacy preserving two-factor authentication protocol for the Bitcoin SPV nodes
Zhou, Lu; Ge, Chunpeng; Su, Chunhua
Sci China Inf Sci, 2020, 63(3): 130103
Keywords: spv nodes; secure authentication; two-factor; bitcoin
Cite as: Zhou L, Ge C P, Su C H. A privacy preserving two-factor authentication protocol for the Bitcoin SPV nodes. Sci China Inf Sci, 2020, 63(3): 130103, doi: 10.1007/s11432-019-9922-x

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Image processing operations identification via convolutional neural network
Chen, Bolin; Li, Haodong; Luo, Weiqi; Huang, Jiwu
Sci China Inf Sci, 2020, 63(3): 139109
Keywords: image forensics; image operation classification; convolutional neural network; cnn; steganalysis; universal forensics
Cite as: Chen B L, Li H D, Luo W Q, et al. Image processing operations identification via convolutional neural network. Sci China Inf Sci, 2020, 63(3): 139109, doi: 10.1007/s11432-018-9492-6

Special Focus on Security and Privacy in Blockchain-based Applications
计算机 信息安全 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 3

Analysis of blockchain protocol against static adversarial miners corrupted by long delay attackers
Yuan, Quan; Wei, Puwen; Jia, Keting; Xue, Haiyang
Sci China Inf Sci, 2020, 63(3): 130104
Keywords: blockchain; bitcoin; random oracle; delay; consensus protocol
Cite as: Yuan Q, Wei P W, Jia K T, et al. Analysis of blockchain protocol against static adversarial miners corrupted by long delay attackers. Sci China Inf Sci, 2020, 63(3): 130104, doi: 10.1007/s11432-019-9916-5

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New insights on linear cryptanalysis
Liu, Zhiqiang; Han, Shuai; Wang, Qingju; Li, Wei; Liu, Ya; Gu, Dawu
Sci China Inf Sci, 2020, 63(1): 112104
Keywords: block cipher; linear cryptanalysis; differential-linear cryptanalysis; correlation distribution; key-dependent differential-linear hull
Cite as: Liu Z Q, Han S, Wang Q J, et al. New insights on linear cryptanalysis. Sci China Inf Sci, 2020, 63(1): 112104, doi: 10.1007/s11432-018-9758-4

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An enhanced searchable encryption scheme for secure data outsourcing
Zhang, Rui; Wang, Jiabei; Song, Zishuai; Wang, Xi
Sci China Inf Sci, 2020, 63(3): 132102
Keywords: secure data outsourcing; (offline) outside and inside keyword guessing attack; secure channel free peks; conjunctive keyword search; server-aided scheme; standard model
Cite as: Zhang R, Wang J B, Song Z S, et al. An enhanced searchable encryption scheme for secure data outsourcing. Sci China Inf Sci, 2020, 63(3): 132102, doi: 10.1007/s11432-019-1509-7

计算机 信息安全 LETTER Website SpringerLink Google Scholar Cited in SCI: 2

Weight distribution of two classes of linear codes with a few weights
Song, Yuanlong; Yang, Jing
Sci China Inf Sci, 2020, 63(7): 179103
Keywords: cyclic code; linear code; secret sharing; weight distribution; gauss sum; gaussian period
Cite as: Song Y L, Yang J. Weight distribution of two classes of linear codes with a few weights. Sci China Inf Sci, 2020, 63(7): 179103, doi: 10.1007/s11432-018-9610-9

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Improved lattice-based CCA2-secure PKE in the standard model
Zhang, Jiang; Yu, Yu; Fan, Shuqin; Zhang, Zhenfeng
Sci China Inf Sci, 2020, 63(8): 182101
Keywords: lattice; public-key encryption; chosen ciphertext security; standard model
Cite as: Zhang J, Yu Y, Fan S Q, et al. Improved lattice-based CCA2-secure PKE in the standard model. Sci China Inf Sci, 2020, 63(8): 182101, doi: 10.1007/s11432-019-9861-3

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Secure two-party SM9 signing
Mu, Yongheng; Xu, Haixia; Li, Peili; Ma, Tianjun
Sci China Inf Sci, 2020, 63(8): 189101
Keywords: sm9; identity-based; two-party signing; key protection; cbdc; elliptic curve; paillier encryption
Cite as: Mu Y H, Xu H X, Li P L, et al. Secure two-party SM9 signing. Sci China Inf Sci, 2020, 63(8): 189101, doi: 10.1007/s11432-018-9589-x

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Keywords: three-party authentication; key exchange; key compromise impersonation attack; mobile-commerce environments; security analysis
Cite as: Chen T, Li X H, Cheng Q F. An enhanced key exchange protocol exhibiting key compromise impersonation attacks resistance in mobile commerce environment. Sci China Inf Sci, 2021, 64(9): 199106, doi: 10.1007/s11432-019-2645-x

计算机 信息安全 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

Locally differentially private distributed algorithms for set intersection and union
Xue, Qiao; Zhu, Youwen; Wang, Jian; Li, Xingxin; Zhang, Ji
Sci China Inf Sci, 2021, 64(11): 219101
Keywords: local differential privacy; set intersection; union; randomized response; multiset
Cite as: Xue Q, Zhu Y W, Wang J, et al. Locally differentially private distributed algorithms for set intersection and union. Sci China Inf Sci, 2021, 64(11): 219101, doi: 10.1007/s11432-018-9899-8

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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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Intersection-policy private mutual authentication from authorized private set intersection
Wen, Yamin; Zhang, Fangguo; Wang, Huaxiong; Miao, Yinbin; Gong, Zheng
Sci China Inf Sci, 2020, 63(2): 122101
Keywords: private mutual authentication; secret handshake; intersection policy; authorized private set intersection; multi-attribute matching
Cite as: Wen Y M, Zhang F G, Wang H X, et al. Intersection-policy private mutual authentication from authorized private set intersection. Sci China Inf Sci, 2020, 63(2): 122101, doi: 10.1007/s11432-019-9907-x

Special Focus on Security and Privacy in Blockchain-based Applications
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Special focus on security and privacy in blockchain-based applications
Zhong, Sheng; Huang, Xinyi
Sci China Inf Sci, 2020, 63(3): 130100
Cite as: Zhong S, Huang X Y. Special focus on security and privacy in blockchain-based applications. Sci China Inf Sci, 2020, 63(3): 130100, doi: 10.1007/s11432-020-2781-0

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An improved Durandal signature scheme
Song, Yongcheng; Huang, Xinyi; Mu, Yi; Wu, Wei
Sci China Inf Sci, 2020, 63(3): 132103
Keywords: post-quantum cryptography; code-based cryptography; rank metric; digital signatures; provable security
Cite as: Song Y C, Huang X Y, Mu Y, et al. An improved Durandal signature scheme. Sci China Inf Sci, 2020, 63(3): 132103, doi: 10.1007/s11432-019-2670-7

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An eigenvalue-based immunization scheme for node attacks in networks with uncertainty
Ren, Yizhi; Jiang, Mengjin; Wu, Ting; Yao, Ye; Choo, Kim-Kwang Raymond; Wang, Zhen
Sci China Inf Sci, 2020, 63(3): 139101
Keywords: security; node attacks; immunization strategy; largest eigenvalue; network with uncertainty
Cite as: Ren Y Z, Jiang M J, Wu T, et al. An eigenvalue-based immunization scheme for node attacks in networks with uncertainty. Sci China Inf Sci, 2020, 63(3): 139101, doi: 10.1007/s11432-018-9855-7

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Theoretical analysis of persistent fault attack
Zhang, Fan; Xu, Guorui; Yang, Bolin; Liang, Ziyuan; Ren, Kui
Sci China Inf Sci, 2020, 63(3): 139102
Keywords: fault analysis; persistent fault attack; dmr; ccp; statistical analysis
Cite as: Zhang F, Xu G R, Yang B L, et al. Theoretical analysis of persistent fault attack. Sci China Inf Sci, 2020, 63(3): 139102, doi: 10.1007/s11432-018-9818-y

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Two-stage index-based central keyword-ranked searches over encrypted cloud data
Zhong, Hong; Li, Zhanfei; Xu, Yan; Chen, Zhili; Cui, Jie
Sci China Inf Sci, 2020, 63(3): 139105
Keywords: cloud computing; two-stage index; central-keyword search; privacy preserving; searchable encryption
Cite as: Zhong H, Li Z F, Xu Y, et al. Two-stage index-based central keyword-ranked searches over encrypted cloud data. Sci China Inf Sci, 2020, 63(3): 139105, doi: 10.1007/s11432-018-9525-y

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Cryptanalysis of the obfuscated round boundary technique for whitebox cryptography
Yeom, Yongjin; Kim, Dong-Chan; Baek, Chung Hun; Shin, Junbum
Sci China Inf Sci, 2020, 63(3): 139106
Keywords: whitebox cryptography; cryptanalysis; aes; block cipher implementation; software security
Cite as: Yeom Y, Kim D-C, Baek C H, et al. Cryptanalysis of the obfuscated round boundary technique for whitebox cryptography. Sci China Inf Sci, 2020, 63(3): 139106, doi: 10.1007/s11432-019-9883-9

计算机 信息安全 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

General construction of revocable identity-based fully homomorphic signature
Xie, Congge; Weng, Jian; Lu, Wei; Hou, Lin
Sci China Inf Sci, 2020, 63(3): 139107
Keywords: revocable identity-based fully homomorphic signature; (2,2) vector secret sharing; short integer solution; standard model; identity-based fully homomorphic signature
Cite as: Xie C G, Weng J, Lu W, et al. General construction of revocable identity-based fully homomorphic signature. Sci China Inf Sci, 2020, 63(3): 139107, doi: 10.1007/s11432-018-9706-0

计算机 信息安全 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Space efficient revocable IBE for mobile devices in cloud computing
Qin, Baodong; Liu, Ximeng; Wei, Zhuo; Zheng, Dong
Sci China Inf Sci, 2020, 63(3): 139110
Keywords: identity-based encryption; server-aided revocation; cloud computing; attribute-based encryption; outsourcing
Cite as: Qin B D, Liu X M, Zhuo W, et al. Space efficient revocable IBE for mobile devices in cloud computing. Sci China Inf Sci, 2020, 63(3): 139110, doi: 10.1007/s11432-018-9455-5

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STP models of optimal differential and linear trail for S-box based ciphers
Liu, Yu; Liang, Huicong; Li, Muzhou; Huang, Luning; Hu, Kai; Yang, Chenhe; Wang, Meiqin
Sci China Inf Sci, 2021, 64(5): 159103
Keywords: stp; differential trail; linear trail; gift-128; des; desl; iceberg; aria; sm4
Cite as: Liu Y, Liang H C, Li M Z, et al. STP models of optimal differential and linear trail for S-box based ciphers. Sci China Inf Sci, 2021, 64(5): 159103, doi: 10.1007/s11432-018-9772-0

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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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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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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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Polynomial AND homomorphic cryptosystem and applications
Li, Shundong; Zhou, Sufang; Dou, Jiawei; Wang, Wenli
Sci China Inf Sci, 2020, 63(1): 112105
Keywords: polynomial and homomorphic cryptosystem; semigroup; ideal; cloud computing security; cryptography; secure multiparty computation
Cite as: Li S D, Zhou S F, Dou J W, et al. Polynomial AND homomorphic cryptosystem and applications. Sci China Inf Sci, 2020, 63(1): 112105, doi: 10.1007/s11432-018-9789-y

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Cryptanalysis of PRIMATEs
Li, Yanbin; Wang, Meiqin; Liu, Wenqing; Wang, Wei
Sci China Inf Sci, 2020, 63(1): 112106
Keywords: primates; ape; hanuman; integral distinguisher; key recovery attack; forgery
Cite as: Li Y B, Wang M Q, Liu W Q, et al. Cryptanalysis of PRIMATEs. Sci China Inf Sci, 2020, 63(1): 112106, doi: 10.1007/s11432-019-1507-1

Special Focus on Security and Privacy in Blockchain-based Applications
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Analysis of bitcoin backbone protocol in the non-flat model
Ni, Peifang; Li, Hongda; Pan, Dongxue
Sci China Inf Sci, 2020, 63(3): 130105
Keywords: bitcoin system; proof-of-work; computational power; non-flat model; transaction ledger
Cite as: Ni P F, Li H D, Pan D X. Analysis of bitcoin backbone protocol in the non-flat model. Sci China Inf Sci, 2020, 63(3): 130105, doi: 10.1007/s11432-019-2698-1

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Static tainting extraction approach based on information flow graph for personally identifiable information
Liu, Yi; Liao, Lejian; Song, Tian
Sci China Inf Sci, 2020, 63(3): 132104
Keywords: personally identifiable information; network privacy leak detection; static tainting; network traffic analysis; information flow graph; inter-domain routing; intra-domain infection; constraint function
Cite as: Liu Y, Liao L J, Song T. Static tainting extraction approach based on information flow graph for personally identifiable information. Sci China Inf Sci, 2020, 63(3): 132104, doi: 10.1007/s11432-018-9839-6

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An improved PAAs countermeasure based on permutation tables and latch PUF
Li, Bing; Chen, Shuai; Wang, Kai
Sci China Inf Sci, 2020, 63(3): 139104
Keywords: paas; improved permutation tables masking scheme; latch puf; trng; fpga
Cite as: Li B, Chen S, Wang K. An improved PAAs countermeasure based on permutation tables and latch PUF. Sci China Inf Sci, 2020, 63(3): 139104, doi: 10.1007/s11432-018-9540-y

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Characterizing differential support of vectorial Boolean functions using the Walsh transform
Peng, Jie; Gao, Jianhua; Kan, Haibin
Sci China Inf Sci, 2020, 63(3): 139108
Keywords: vectorial boolean function; nonlinearity; differential uniformity; differentially two-valued function; walsh transform
Cite as: Peng J, Gao J H, Kan H B. Characterizing differential support of vectorial Boolean functions using the Walsh transform. Sci China Inf Sci, 2020, 63(3): 139108, doi: 10.1007/s11432-018-9614-3

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Improved distinguisher search techniques based on parity sets
Xie, Xiaofeng; Tian, Tian
Sci China Inf Sci, 2020, 63(3): 139111
Keywords: division property; parity set; meet-in-the-middle; integral attacks; present
Cite as: Xie X F, Tian T. Improved distinguisher search techniques based on parity sets. Sci China Inf Sci, 2020, 63(3): 139111, doi: 10.1007/s11432-018-9495-x

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Ciphertext-only fault analysis on the Midori lightweight cryptosystem
Li, Wei; Liao, Linfeng; Gu, Dawu; Cao, Shan; Wu, Yixin; Li, Jiayao; Zhou, Zhihong; Guo, Zheng; Liu, Ya; Liu, Zhiqiang
Sci China Inf Sci, 2020, 63(3): 139112
Keywords: lightweight cryptosystem; midori; fault analysis; ciphertext-only fault analysis; cryptanalysis
Cite as: Li W, Liao L F, Gu D W, et al. Ciphertext-only fault analysis on the Midori lightweight cryptosystem. Sci China Inf Sci, 2020, 63(3): 139112, doi: 10.1007/s11432-018-9522-6

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Renyi divergence on learning with errors
Tao, Yang; Wang, Han; Zhang, Rui
Sci China Inf Sci, 2020, 63(9): 192101
Keywords: renyi divergence; learning with errors; decision problems; search problems; post-quantum cryptography
Cite as: Tao Y, Wang H, Zhang R. Renyi divergence on learning with errors. Sci China Inf Sci, 2020, 63(9): 192101, doi: 10.1007/s11432-018-9788-1

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On the k-error linear complexity of 2p(2)-periodic binary sequences
Niu, Zhihua; Yuan, Can; Chen, Zhixiong; Du, Xiaoni; Zhang, Tao
Sci China Inf Sci, 2020, 63(9): 199101
Keywords: cryptography; stream cipher; binary sequences; generalized cyclotomic sequences; linear complexity; k-error linear complexity
Cite as: Niu Z H, Yuan C, Chen Z X, et al. On the k-error linear complexity of 2p(2)-periodic binary sequences. Sci China Inf Sci, 2020, 63(9): 199101, doi: 10.1007/s11432-019-2665-5

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Certificateless designated verifier proxy signature scheme for unmanned aerial vehicle networks
He, Lei; Ma, Jianfeng; Shen, Limin; Wei, Dawei
Sci China Inf Sci, 2021, 64(1): 112101
Keywords: certificateless; designated verifier; proxy; digital signature; unmanned aerial vehicle
Cite as: He L, Ma J F, Shen L M, et al. Certificateless designated verifier proxy signature scheme for unmanned aerial vehicle networks. Sci China Inf Sci, 2021, 64(1): 112101, doi: 10.1007/s11432-019-2903-2

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Secure key-alternating Feistel ciphers without key schedule
Shen, Yaobin; Yan, Hailun; Wang, Lei; Lai, Xuejia
Sci China Inf Sci, 2021, 64(1): 119103
Keywords: blockciphers; key schedule; key-alternating feistel; provable security; h-coefficient technique
Cite as: Shen Y B, Yan H L, Wang L, et al. Secure key-alternating Feistel ciphers without key schedule. Sci China Inf Sci, 2021, 64(1): 119103, doi: 10.1007/s11432-019-9938-0

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Secure fusion of encrypted remote sensing images based on Brovey
Yang, Junzhi; Cheng, Guohua; Shen, Meng
Sci China Inf Sci, 2021, 64(2): 129102
Keywords: remote sensing; image fusion; brovey; privacy preserving; cloud computing
Cite as: Yang J Z, Cheng G H, Shen M. Secure fusion of encrypted remote sensing images based on Brovey. Sci China Inf Sci, 2021, 64(2): 129102, doi: 10.1007/s11432-018-9572-x

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New automatic tool for finding impossible differentials and zero-correlation linear approximations
Cui, Tingting; Chen, Shiyao; Fu, Kai; Wang, Meiqin; Jia, Keting
Sci China Inf Sci, 2021, 64(2): 129103
Keywords: impossible differential cryptanalysis; zero-correlation linear cryptanalysis; milp; automatic tool; block cipher
Cite as: Cui T T, Chen S Y, Fu K, et al. New automatic tool for finding impossible differentials and zero-correlation linear approximations. Sci China Inf Sci, 2021, 64(2): 129103, doi: 10.1007/s11432-018-1506-4

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Multi-user security of the tweakable Even-Mansour cipher
Zhang, Ping; Yuan, Qian; Hu, Honggang; Wang, Peng
Sci China Inf Sci, 2021, 64(3): 139102
Keywords: symmetric cryptography; tweakable blockcipher; tweakable even-mansour cipher; multi-user security; tightness; birthday bound; beyond birthday bound
Cite as: Zhang P, Yuan Q, Hu H G, et al. Multi-user security of the tweakable Even-Mansour cipher. Sci China Inf Sci, 2021, 64(3): 139102, doi: 10.1007/s11432-018-9757-4

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Key-dependent cube attack on reduced Frit permutation in Duplex-AE modes
Qin, Lingyue; Dong, Xiaoyang; Jia, Keting; Zong, Rui
Sci China Inf Sci, 2021, 64(3): 139103
Keywords: frit; duplex authenticated encryption mode; key-dependent cube attack; key-recovery; permutation-based cryptology
Cite as: Qin L Y, Dong X Y, Jia K T, et al. Key-dependent cube attack on reduced Frit permutation in Duplex-AE modes. Sci China Inf Sci, 2021, 64(3): 139103, doi: 10.1007/s11432-018-9798-8

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Error estimation of practical convolution discrete Gaussian sampling with rejection sampling
Zheng, Zhongxiang; Wang, Xiaoyun; Xu, Guangwu; Zhao, Chunhuan
Sci China Inf Sci, 2021, 64(3): 139104
Keywords: discrete gaussian sampling; convolution theorem; lattice; error estimation; gaussian measure
Cite as: Zheng Z X, Wang X Y, Xu G W, et al. Error estimation of practical convolution discrete Gaussian sampling with rejection sampling. Sci China Inf Sci, 2021, 64(3): 139104, doi: 10.1007/s11432-019-9919-7

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Efficient outsourced extraction of histogram features over encrypted images in cloud
Ren, Yanli; Zhang, Xinpeng; Gu, Dawu; Feng, Guorui
Sci China Inf Sci, 2021, 64(3): 139105
Keywords: cloud computing; outsourced computation; histogram feature; image steganalysis; symmetric encryption
Cite as: Ren Y L, Zhang X P, Gu D W, et al. Efficient outsourced extraction of histogram features over encrypted images in cloud. Sci China Inf Sci, 2021, 64(3): 139105, doi: 10.1007/s11432-018-9901-0

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Do multiple infections lead to better security? A new study on CHES 2014 infective countermeasure
Feng, Jingyi; Chen, Hua; Cao, Weiqiong; Fan, Limin; Xi, Wei; Feng, Dengguo
Sci China Inf Sci, 2021, 64(5): 159101
Keywords: fault attack; infective countermeasure; multiple infections; double-fault attack; fa-sca combined attack; random fault
Cite as: Feng J Y, Chen H, Cao W Q, et al. Do multiple infections lead to better security? A new study on CHES 2014 infective countermeasure. Sci China Inf Sci, 2021, 64(5): 159101, doi: 10.1007/s11432-018-9797-9

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Unbalanced sharing: a threshold implementation of SM4
Wei, Man; Sun, Siwei; Wei, Zihao; Hu, Lei
Sci China Inf Sci, 2021, 64(5): 159102
Keywords: side channel analysis; masking; threshold implementation; sm4; dpa
Cite as: Wei M, Sun S W, Wei Z H, et al. Unbalanced sharing: a threshold implementation of SM4. Sci China Inf Sci, 2021, 64(5): 159102, doi: 10.1007/s11432-018-9794-6

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Hashing multiple messages with SM3 on GPU platforms
Sun, Shuzhou; Zhang, Rui; Ma, Hui
Sci China Inf Sci, 2021, 64(9): 199103
Keywords: sm3; hash algorithm; parallel computation; gpu; high performance implementation
Cite as: Sun S Z, Zhang R, Ma H. Hashing multiple messages with SM3 on GPU platforms. Sci China Inf Sci, 2021, 64(9): 199103, doi: 10.1007/s11432-018-9648-x

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On-demand cut off the covert channel to mitigate meltdown
Tan, Yusong; Chen, Baozi; Zhu, Liehuang; Wu, Qingbo; Zou, Peng; Li, Yuanzhang
Sci China Inf Sci, 2021, 64(9): 199104
Keywords: security vulnerability; meltdown attack; system performance; cache attack; microarchitecture attack; side channel
Cite as: Tan Y S, Chen B Z, Zhu L H, et al. On-demand cut off the covert channel to mitigate meltdown. Sci China Inf Sci, 2021, 64(9): 199104, doi: 10.1007/s11432-018-9678-8

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Improved Guess and Determine attack on the MASHA stream cipher
Ding, Lin; Gu, Dawu; Wang, Lei; Jin, Chenhui; Guan, Jie
Sci China Inf Sci, 2021, 64(9): 199105
Keywords: cryptanalysis; stream cipher; guess and determine attack; masha; k2
Cite as: Ding L, Gu D W, Wang L, et al. Improved Guess and Determine attack on the MASHA stream cipher. Sci China Inf Sci, 2021, 64(9): 199105, doi: 10.1007/s11432-018-9878-1

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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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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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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

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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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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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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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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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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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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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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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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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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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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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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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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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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

Special Focus on Exploring the Far Side of the Moon --- the Preliminary Data From Chang'e-4 Mission
计算机 其他 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 18

Landing site topographic mapping and rover localization for Chang'e-4 mission
Liu, Zhaoqin; Di, Kaichang; Li, Jian; Xie, Jianfeng; Cui, Xiaofeng; Xi, Luhua; Wan, Wenhui; Peng, Man; Liu, Bin; Wang, Yexin; Gou, Sheng; Yue, Zongyu; Yu, Tianyi; Li, Lichun; Wang, Jia; Liu, Chuankai; Xin, Xin; Jia, Mengna; Bo, Zheng; Liu, Jia; Wang, Runzhi; Niu, Shengli; Zhang, Kuan; You, Yi; Liu, Bing; Liu, Jiangang
Sci China Inf Sci, 2020, 63(4): 140901
Keywords: chang'e-4; yutu-2 rover; landing site mapping; rover localization; descent images; rover images
Cite as: Liu Z Q, Di K C, Li J, et al. Landing site topographic mapping and rover localization for Chang'e-4 mission. Sci China Inf Sci, 2020, 63(4): 140901, doi: 10.1007/s11432-019-2796-1

Special Focus on Exploring the Far Side of the Moon --- the Preliminary Data From Chang'e-4 Mission
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Mineralogy of Chang'e-4 landing site: preliminary results of visible and near-infrared imaging spectrometer
Chen, Jian; Ling, Zongcheng; Qiao, Le; He, Zhiping; Xu, Rui; Sun, Lingzhi; Zhang, Jiang; Li, Bo; Fu, Xiaohui; Liu, Changqing; Qi, Xiaobin
Sci China Inf Sci, 2020, 63(4): 140903
Keywords: chang'e-4; visible and near-infrared spectroscopy; mineralogy; impact melt; the moon
Cite as: Chen J, Ling Z C, Qiao L, et al. Mineralogy of Chang'e-4 landing site: preliminary results of visible and near-infrared imaging spectrometer. Sci China Inf Sci, 2020, 63(4): 140903, doi: 10.1007/s11432-019-2768-1

Special Focus on Exploring the Far Side of the Moon --- the Preliminary Data From Chang'e-4 Mission
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Petrography and chronology of lunar meteorite Northwest Africa 6950
Bao, Zemin; Shi, Yuruo; Anderson, J. Lawford; Kennedy, Allen; Ke, Zuokai; Gu, Xiangping; Wang, Peizhi; Che, Xiaochao; Kang, Yuelan; Sun, Huiyi; Wang, Chen
Sci China Inf Sci, 2020, 63(4): 140902
Keywords: northwest africa 6950; lunar meteorite; u-pb chronology; baddeleyite; phosphate
Cite as: Bao Z M, Shi Y R, Anderson J L, et al. Petrography and chronology of lunar meteorite Northwest Africa 6950. Sci China Inf Sci, 2020, 63(4): 140902, doi: 10.1007/s11432-019-2809-3

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Joint Funds of the National Natural Science Foundation of China: a review of information sciences between 2011 and 2020
Li, Zhilan; Zhang, Jinglin; Zhao, Shijie; Liu, Quan; Wang, Yan; Wang, Changrui
Sci China Inf Sci, 2021, 64(12): 227101
Keywords: nsfc; joint funds; information sciences; collaboration; key program projects; integrated projects
Cite as: Li Z L, Zhang J L, Zhao S J, et al. Joint Funds of the National Natural Science Foundation of China: a review of information sciences between 2011 and 2020. Sci China Inf Sci, 2021, 64(12): 227101, doi: 10.1007/s11432-021-3357-8

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Perspectives from the second Global Forum on Development of Computer Science
Yao A C-C, Yin X, Liu Y Q, et al
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

计算机 社会媒体 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 8

Dynamic network embedding via incremental skip-gram with negative sampling
Peng, Hao; Li, Jianxin; Yan, Hao; Gong, Qiran; Wang, Senzhang; Liu, Lin; Wang, Lihong; Ren, Xiang
Sci China Inf Sci, 2020, 63(10): 202103
Keywords: dynamic network embedding; bound and convergence analysis; multi-label classification; link prediction
Cite as: Peng H, Li J X, Yan H, et al. Dynamic network embedding via incremental skip-gram with negative sampling. Sci China Inf Sci, 2020, 63(10): 202103, doi: 10.1007/s11432-018-9943-9

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Hierarchical LSTM with char-subword-word tree-structure representation for Chinese named entity recognition
Gong, Chen; Li, Zhenghua; Xia, Qingrong; Chen, Wenliang; Zhang, Min
Sci China Inf Sci, 2020, 63(10): 202102
Keywords: natural language processing; named entity recognition; representation learning; neural networks
Cite as: Gong C, Li Z H, Xia Q R, et al. Hierarchical LSTM with char-subword-word tree-structure representation for Chinese named entity recognition. Sci China Inf Sci, 2020, 63(10): 202102, doi: 10.1007/s11432-020-2982-y

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Knowledge forest: a novel model to organize knowledge fragments
Zheng, Qinghua; Liu, Jun; Zeng, Hongwei; Guo, Zhaotong; Wu, Bei; Wei, Bifan
Sci China Inf Sci, 2021, 64(7): 179103
Keywords: knowledge organization; knowledge forest; facet tree; knowledge fragment; learning dependency; information overload; learning disorientation
Cite as: Zheng Q H, Liu J, Zeng H W, et al. Knowledge forest: a novel model to organize knowledge fragments. Sci China Inf Sci, 2021, 64(7): 179103, doi: 10.1007/s11432-018-9940-0

计算机 社会媒体 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Inferring explicit and implicit social ties simultaneously in mobile social networks
Song, Guojie; Li, Yuanhao; Wang, Junshan; Du, Lun
Sci China Inf Sci, 2020, 63(4): 149101
Keywords: social tie recognition; implicit social tie; mobile social network; factor graph model; explicit social tie
Cite as: Song G J, LI Y H, Wang J S, et al. Inferring explicit and implicit social ties simultaneously in mobile social networks. Sci China Inf Sci, 2020, 63(4): 149101, doi: 10.1007/s11432-017-9701-0

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Fine-grained relation extraction with focal multi-task learning
Zhang, Xinsong; Liu, Tianyi; Jia, Weijia; Li, Pengshuai
Sci China Inf Sci, 2020, 63(6): 169103
Keywords: relation extraction; knowledge base; distant supervision; multi-task learning; focal loss; attention mechanism
Cite as: Zhang X S, Liu T Y, Jia W J, et al. Fine-grained relation extraction with focal multi-task learning. Sci China Inf Sci, 2020, 63(6): 169103, doi: 10.1007/s11432-018-9721-7

计算机 社会媒体 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 1

Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Keywords: name disambiguation; academic network; graph embedding; outlier detection; clustering algorithm
Cite as: Zhang J, Tang J. Name disambiguation in Aminer. Sci China Inf Sci, 2021, 64(4): 144101, doi: 10.1007/s11432-019-9884-y

计算机 社会媒体 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

XiaoMu: an AI-driven assistant for MOOCs
Song, Zhengyang; Tang, Jie; Liu, Tracy Xiao; Zheng, Wenjiang; Wu, Lili; Feng, Wenzheng; Zhang, Jing
Sci China Inf Sci, 2021, 64(6): 164101
Keywords: moocs; concept extraction; question answering; course recommendation; video navigation
Cite as: Song Z Y, Tang J, Liu T X, et al. XiaoMu: an AI-driven assistant for MOOCs. Sci China Inf Sci, 2021, 64(6): 164101, doi: 10.1007/s11432-019-9939-2

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Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process
Ding, Xiao; Shi, Jihao; Duan, Junwen; Qin, Bing; Liu, Ting
Sci China Inf Sci, 2021, 64(9): 192102
Keywords: hawkes process; multikernel function; stock market prediction; long-term news effects
Cite as: Ding X, Shi J H, Duan J W, et al. Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process. Sci China Inf Sci, 2021, 64(9): 192102, doi: 10.1007/s11432-020-3064-4

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Sampling informative context nodes for network embedding
Zhu, Danhao; Dai, Xin-Yu; Chen, Jiajun; Yin, Jie
Sci China Inf Sci, 2021, 64(11): 212104
Keywords: network embedding; representation learning; random walk; entropy; weighted entropy
Cite as: Zhu D H, Dai X-Y, Chen J J, et al. Sampling informative context nodes for network embedding. Sci China Inf Sci, 2021, 64(11): 212104, doi: 10.1007/s11432-019-2635-8

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Text information aggregation with centrality attention
Gong, Jingjing; Yan, Hang; Zheng, Yining; Guo, Qipeng; Qiu, Xipeng; Huang, Xuanjing
Sci China Inf Sci, 2021, 64(12): 222103
Keywords: information aggregation; eigen centrality; text classification; natural language processing; deep learning
Cite as: Gong J J, Yan H, Zheng Y N, et al. Text information aggregation with centrality attention. Sci China Inf Sci, 2021, 64(12): 222103, doi: 10.1007/s11432-019-1519-6

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Sentiment classification via user and product interactive modeling
Zhou, Xiabing; Wang, Zhongqing; Zhou, Min; Wang, Qifa; Li, Shoushan; Zhang, Min; Zhou, Guodong
Sci China Inf Sci, 2021, 64(12): 222104
Keywords: product review analysis; sentiment classification; interactive graph; graph convolutional network
Cite as: Zhou X B, Wang Z Q, Zhou M, et al. Sentiment classification via user and product interactive modeling. Sci China Inf Sci, 2021, 64(12): 222104, doi: 10.1007/s11432-020-3116-x

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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

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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

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Learning a graph-based classifier for fault localization
Zhong, Hao; Mei, Hong
Sci China Inf Sci, 2020, 63(6): 162101
Keywords: fault classifier; partial code analysis; bug fix analysis
Cite as: Zhong H, Mei H. Learning a graph-based classifier for fault localization. Sci China Inf Sci, 2020, 63(6): 162101, doi: 10.1007/s11432-019-2720-1

From CAS & CAE Members
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Unifying logic rules and machine learning for entity enhancing
Fan, Wenfei; Lu, Ping; Tian, Chao
Sci China Inf Sci, 2020, 63(7): 172001
Keywords: logic rules; machine learning; entity enhancing; entity resolution; conflict resolution
Cite as: Fan W F, Lu P, Tian C. Unifying logic rules and machine learning for entity enhancing. Sci China Inf Sci, 2020, 63(7): 172001, doi: 10.1007/s11432-020-2917-1

Special Focus on Big Data-Driven Intelligent Software Development for Onsite Programming
计算机 软件 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 1

LSTM-based argument recommendation for non-API methods
Li, Guangjie; Liu, Hui; Li, Ge; Shen, Sijie; Tang, Hanlin
Sci China Inf Sci, 2020, 63(9): 190101
Keywords: argument recommendation; lstm; deep learning; non-api
Cite as: Li G J, Liu H, Li G, et al. LSTM-based argument recommendation for non-API methods. Sci China Inf Sci, 2020, 63(9): 190101, doi: 10.1007/s11432-019-2830-8

Special Focus on Big Data-Driven Intelligent Software Development for Onsite Programming
计算机 软件 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 1

Quality assessment of crowdsourced test cases
Zhao, Yuan; Feng, Yang; Wang, Yi; Hao, Rui; Fang, Chunrong; Chen, Zhenyu
Sci China Inf Sci, 2020, 63(9): 190102
Keywords: crowdsourcing; onsite programming; test quality; programming behavior
Cite as: Zhao Y, Feng Y, Wang Y, et al. Quality assessment of crowdsourced test cases. Sci China Inf Sci, 2020, 63(9): 190102, doi: 10.1007/s11432-019-2859-8

Special Focus on Big Data-Driven Intelligent Software Development for Onsite Programming
计算机 软件 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 1

An analysis of correctness for API recommendation: are the unmatched results useless?
Kong, Xianglong; Han, Weina; Liao, Li; Li, Bixin
Sci China Inf Sci, 2020, 63(9): 190103
Keywords: api recommendation; onsite programming; correctness; evaluation of recommendation
Cite as: Kong X L, Han W N, Liao L, et al. An analysis of correctness for API recommendation: are the unmatched results useless?. Sci China Inf Sci, 2020, 63(9): 190103, doi: 10.1007/s11432-019-2929-9

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Predicting accepted pull requests in GitHub
Jiang, Jing; Zheng, Jiateng; Yang, Yun; Zhang, Li; Luo, Jie
Sci China Inf Sci, 2021, 64(7): 179105
Keywords: accepted pull request; prediction; code review; github; pull-based software development
Cite as: Jiang J, Zheng J T, Yang Y, et al. Predicting accepted pull requests in GitHub. Sci China Inf Sci, 2021, 64(7): 179105, doi: 10.1007/s11432-018-9823-4

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TZ-Container: protecting container from untrusted OS with ARM TrustZone
Hua, Zhichao; Yu, Yang; Gu, Jinyu; Xia, Yubin; Chen, Haibo; Zang, Binyu
Sci China Inf Sci, 2021, 64(9): 192101
Keywords: system software; system security; linux container; arm; arm trustzone
Cite as: Hua Z C, Yu Y, Gu J Y, et al. TZ-Container: protecting container from untrusted OS with ARM TrustZone. Sci China Inf Sci, 2021, 64(9): 192101, doi: 10.1007/s11432-019-2707-6

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Learning real-time automata
An, Jie; Wang, Lingtai; Zhan, Bohua; Zhan, Naijun; Zhang, Miaomiao
Sci China Inf Sci, 2021, 64(9): 192103
Keywords: automaton learning; active learning; real-time automata
Cite as: An J, Wang L T, Zhan B H, et al. Learning real-time automata. Sci China Inf Sci, 2021, 64(9): 192103, doi: 10.1007/s11432-019-2767-4

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DeepDir: a deep learning approach for API directive detection
Zhang, Jingxuan; Jiang, He; Lu, Shuai; Li, Ge; Chen, Xin
Sci China Inf Sci, 2021, 64(9): 199102
Keywords: api specification; api directive; deep learning; text classification; imbalanced learning
Cite as: Zhang J X, Jiang H, Lu S, et al. DeepDir: a deep learning approach for API directive detection. Sci China Inf Sci, 2021, 64(9): 199102, doi: 10.1007/s11432-019-1520-6

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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

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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

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From model to implementation: a network algorithm programming language
Wang, Jian; An, Jie; Chen, Mingshuai; Zhan, Naijun; Wang, Lulin; Zhang, Miaomiao; Gan, Ting
Sci China Inf Sci, 2020, 63(7): 172102
Keywords: software-defined networking (sdn); network algorithm programming language (napl); network abstraction
Cite as: Wang J, An J, Chen M S, et al. From model to implementation: a network algorithm programming language. Sci China Inf Sci, 2020, 63(7): 172102, doi: 10.1007/s11432-019-2644-8

Special Focus on Big Data-Driven Intelligent Software Development for Onsite Programming
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A quantitative benefit evaluation of code search platform for enterprises
Shi, Zhan; Tang, Jie; Yu, Hao; Xing, Yongxu; Liu, Zhiwei; Bai, Wei; Li, Tao
Sci China Inf Sci, 2020, 63(9): 190104
Keywords: code search; efficiency evaluation; software engineering; efficiency engineer; development platform
Cite as: Shi Z, Tang J, Yu H, et al. A quantitative benefit evaluation of code search platform for enterprises. Sci China Inf Sci, 2020, 63(9): 190104, doi: 10.1007/s11432-019-2831-6

Special Focus on Big Data-Driven Intelligent Software Development for Onsite Programming
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A data-driven approach for recommending UI element layout
Long, Yonghao; Chen, Xiangping; Xie, Yuting
Sci China Inf Sci, 2020, 63(9): 190105
Keywords: ui development; software mining; layout recommendation; data-driven development; intelligent software development
Cite as: Long Y H, Chen X P, Xie Y T. A data-driven approach for recommending UI element layout. Sci China Inf Sci, 2020, 63(9): 190105, doi: 10.1007/s11432-019-2860-3

Special Focus on Big Data-Driven Intelligent Software Development for Onsite Programming
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Code line generation based on deep context-awareness of onsite programming
Tao, Chuanqi; Bao, Panpan; Huang, Zhiqiu
Sci China Inf Sci, 2020, 63(9): 190106
Keywords: onsite programming; code line; deep context-awareness; quality assurance; re-ranking
Cite as: Tao C Q, Bao P P, Huang Z Q. Code line generation based on deep context-awareness of onsite programming. Sci China Inf Sci, 2020, 63(9): 190106, doi: 10.1007/s11432-019-2777-2

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MashReDroid: enabling end-user creation of Android mashups based on record and replay
Zheng, Jiahuan; Shen, Liwei; Peng, Xin; Zeng, Hongchi; Zhao, Wenyun
Sci China Inf Sci, 2020, 63(10): 202101
Keywords: end user programming; human computer interaction; android; mashup; app transformation
Cite as: Zheng J H, Shen L W, Peng X, et al. MashReDroid: enabling end-user creation of Android mashups based on record and replay. Sci China Inf Sci, 2020, 63(10): 202101, doi: 10.1007/s11432-019-2646-2

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Why API documentation is insufficient for developers: an empirical study
Fan, Qiang; Yu, Yue; Wang, Tao; Yin, Gang; Wang, Huaimin
Sci China Inf Sci, 2021, 64(1): 119102
Keywords: api documentation; android; online survey; stack overflow; empirical study
Cite as: Fan Q, Yu Y, Wang T, et al. Why API documentation is insufficient for developers: an empirical study. Sci China Inf Sci, 2021, 64(1): 119102, doi: 10.1007/s11432-019-9880-8

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Identifying change patterns of API misuses from code changes
Liu, Wenjian; Chen, Bihuan; Peng, Xin; Sun, Qinghao; Zhao, Wenyun
Sci China Inf Sci, 2021, 64(3): 132101
Keywords: api misuses; api mining; ast differencing; change patterns; bug fixing
Cite as: Liu W J, Chen B H, Peng X, et al. Identifying change patterns of API misuses from code changes. Sci China Inf Sci, 2021, 64(3): 132101, doi: 10.1007/s11432-019-2745-5

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Toward accurate detection on change barriers
Lv, Tingting; Ren, Zhilei; Li, Xiaochen; Gao, Guojun; Jiang, He
Sci China Inf Sci, 2021, 64(3): 132102
Keywords: code smells; change barrier; logical regression; machine learning; software development
Cite as: Lv T T, Ren Z L, Li X C, et al. Toward accurate detection on change barriers. Sci China Inf Sci, 2021, 64(3): 132102, doi: 10.1007/s11432-019-2902-5

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Revisiting the efficacy of weak consistencies: a study of forward checking
Li, Zhe; Yu, Zhezhou; Li, Hongbo; Guo, Jinsong; Li, Zhanshan
Sci China Inf Sci, 2021, 64(7): 179102
Keywords: constraint satisfaction problem; arc consistency; forward checking; stronger consistency; weaker consistency
Cite as: Li Z, Yu Z Z, Li H B, et al. Revisiting the efficacy of weak consistencies: a study of forward checking. Sci China Inf Sci, 2021, 64(7): 179102, doi: 10.1007/s11432-018-9877-x

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Jupiter: a modern federated learning platform for regional medical care
Xing, Ju; Tian, Jiadong; Jiang, Zexun; Cheng, Jiali; Yin, Hao
Sci China Inf Sci, 2021, 64(10): 202101
Keywords: federated learning; programming abstraction; sgx; high-performance
Cite as: Xing J, Tian J D, Jiang Z X, et al. Jupiter: a modern federated learning platform for regional medical care. Sci China Inf Sci, 2021, 64(10): 202101, doi: 10.1007/s11432-020-3062-8

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Matching weak informative ontologies
Wang, Peng; Xu, Baowen
Sci China Inf Sci, 2021, 64(12): 229101
Keywords: ontology matching; weak informative ontology; similarity propagation; semantic subgraph; ontology
Cite as: Wang P, Xu B W. Matching weak informative ontologies. Sci China Inf Sci, 2021, 64(12): 229101, doi: 10.1007/s11432-020-3214-2

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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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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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Towards characterizing bug fixes through dependency-level changes in Apache Java open source projects
Cui D, Fan L L, Chen S, et al
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