计算机 人工智能 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 75

Abductive learning: towards bridging machine learning and logical reasoning
Zhou, Zhi-Hua
Sci China Inf Sci, 2019, 62(7): 076101
Keywords: abductive learning; machine learning; logical reasoning; arti cial intelligence; perspective
Cite as: Zhou Z-H. Abductive learning: towards bridging machine learning and logical reasoning. Sci China Inf Sci, 2019, 62(7): 076101, doi: 10.1007/s11432-018-9801-4

计算机 人工智能 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 21

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 PERSPECTIVE Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 14

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

计算机 人工智能 PERSPECTIVE Supplementary Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

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

计算机 图形图像 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

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

计算机 高性能计算 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Towards dataflow based graph processing
Jin, Hai; Yao, Pengcheng; Liao, Xiaofei
Sci China Inf Sci, 2017, 60(12): 126102
Keywords: computer architecture; data flow; graph processing; memory-level-parallelism; branch prediction
Cite as: Jin H, Yao P C, Liao X F, et al. Towards dataflow based graph processing. Sci China Inf Sci, 2017, 60(12): 126102, doi: 10.1007/s11432-017-9226-8

计算机 软件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 10

Keywords: software-defined; software-defined networking; software-defined everything; software; operating system
Cite as: Mei H. Understanding "software-defined" from an OS perspective: technical challenges and research issues. Sci China Inf Sci, 2017, 60(12): 126101, doi: 10.1007/s11432-017-9240-4

计算机 软件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 25

Can big data bring a breakthrough for software automation?
Mei, Hong; Zhang, Lu
Sci China Inf Sci, 2018, 61(5): 056101
Keywords: software automation; big data; program synthesis; software evolution; software reuse
Cite as: Mei H, Zhang L. Can big data bring a breakthrough for software automation?. Sci China Inf Sci, 2018, 61(5): 056101, doi: 10.1007/s11432-017-9355-3

计算机 软件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 1

Keywords: perspective; software system; post-moore's law era; ecosystems; computing ecosystem
Cite as: Zhang X D. Software system research in post-Moore's Law era: a historical perspective for the future. Sci China Inf Sci, 2019, 62(9): 196101, doi: 10.1007/s11432-019-9860-1

Special Focus on Software Automation
计算机 软件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Automated program repair: a step towards software automation
Roychoudhury, Abhik; Xiong, Yingfei
Sci China Inf Sci, 2019, 62(10): 200103
Keywords: program repair; software automation; bug; weak specification; overfitting; reference implementation; big data
Cite as: Roychoudhury A, Xiong Y F. Automated program repair: a step towards software automation. Sci China Inf Sci, 2019, 62(10): 200103, doi: 10.1007/s11432-019-9947-6

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

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

控制 人工智能系统 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 3

Feedback is all you need: from ChatGPT to autonomous driving
Chen, Hong; Yuan, Kang; Huang, Yanjun; Guo, Lulu; Wang, Yulei; Chen, Jie
Sci China Inf Sci, 2023, 66(6): 166201
Keywords: feedback; human feedback; ChatGPT; autonomous driving; autonomous intelligent systems
Cite as: Chen H, Yuan K, Huang Y J, et al. Feedback is all you need: from ChatGPT to autonomous driving. Sci China Inf Sci, 2023, 66(6): 166201, doi: 10.1007/s11432-023-3740-x

控制 人工智能系统 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence
Wang, Long; Fu, Feng; Chen, Xingru
Sci China Inf Sci, 2024, 67(6): 166201
Keywords: evolutionary dynamics; stochastic games; reinforcement learning; multi-agent system; cooperative artificial intelligence; collective reinforcement learning dynamics
Cite as: Wang L, Fu F, Chen X R. Mathematics of multi-agent learning systems at the interface of game theory and artificial intelligence. Sci China Inf Sci, 2024, 67(6): 166201, doi: 10.1007/s11432-024-3997-0

控制 故障诊断与控制系统安全 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Privacy security in control systems
Zhang, Jifeng; Tan, Jianwei; Wang, Jimin
Sci China Inf Sci, 2021, 64(7): 176201
Keywords: privacy security; control systems; privacy preserving; privacy security in control systems; reliability
Cite as: Zhang J F, Tan J W, Wang J M. Privacy security in control systems. Sci China Inf Sci, 2021, 64(7): 176201, doi: 10.1007/s11432-020-3240-8

控制 网络化控制系统 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Systems science in the new era: intelligent systems and big data
Yu, Wenwu; Chen, Duxin; Liu, Hongzhe; Wang, He; Cao, Jinde; Di, Zengru; Duan, Xiaojun; Jia, Bin; Ding, Xiaodong; Hong, Yiguang
Sci China Inf Sci, 2024, 67(3): 136201
Keywords: systems science; intelligent systems; artificial intelligence; networked collective intelligence; big data
Cite as: Yu W W, Chen D X, Liu H Z, et al. Systems science in the new era: intelligent systems and big data. Sci China Inf Sci, 2024, 67(3): 136201, doi: 10.1007/s11432-023-3930-9

控制 非线性系统与控制 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 29

Keywords: multi-agent systems; actuator saturation; nonlinear control; constrained control; coordinated control
Cite as: Lin Z L. Control design in the presence of actuator saturation: from individual systems to multi-agent systems. Sci China Inf Sci, 2019, 62(2): 026201, doi: 10.1007/s11432-018-9698-x

Special Focus on Human-Robot Hybrid Intelligence
控制 机器人与无人系统 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 6

Challenges and countermeasures of interaction in autonomous vehicles
Li, Deyi; Liu, Meng; Zhao, Fei; Liu, Yu
Sci China Inf Sci, 2019, 62(5): 050201
Keywords: interaction; autonomous driving; interactive cognition; driving brain; self-learning
Cite as: Li D Y, Liu M, Zhao F, et al. Challenges and countermeasures of interaction in autonomous vehicles. Sci China Inf Sci, 2019, 62(5): 050201, doi: 10.1007/s11432-018-9766-3

控制 机器人与无人系统 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Cooperative control for heterogeneous multi-agent systems: progress, applications, and challenges
Yan, Bing; Shi, Peng; Chambers, Jonathon
Sci China Inf Sci, 2024, 67(5): 156201
Keywords: cooperative control; multi-agent systems; security and safety; cyber-attacks; learning-based control
Cite as: Yan B, Shi P, Chambers J. Cooperative control for heterogeneous multi-agent systems: progress, applications, and challenges. Sci China Inf Sci, 2024, 67(5): 156201, doi: 10.1007/s11432-024-4001-6

通信 网络安全 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Development paradigms of cyberspace endogenous safety and security
Wu, Jiangxing
Sci China Inf Sci, 2022, 65(5): 156301
Keywords: reconfigurable architectures; energy efficiency; cryptographic accelerator; flexibility; side channel analysis
Cite as: Wu J X. Development paradigms of cyberspace endogenous safety and security. Sci China Inf Sci, 2022, 65(5): 156301, doi: 10.1007/s11432-021-3379-2

Special Topic: Spectrum, Coverage, and Enabling Technologies for Intelligent 6G
通信 无线通信 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

6G extreme connectivity via exploring spatiotemporal exchangeability
You, Xiaohu
Sci China Inf Sci, 2023, 66(3): 130306
Keywords: 6G;spatiotemporal exchangeability; MIMO; the six-generation; wireless communication
Cite as: You X H. 6G extreme connectivity via exploring spatiotemporal exchangeability. Sci China Inf Sci, 2023, 66(3): 130306, doi: 10.1007/s11432-022-3598-4

通信 无线通信 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar

Next generation multiple access for IMT towards 2030 and beyond
Ding Z G, Schober R, Fan P Z, et al
Sci China Inf Sci, 2024, 67(6): 166301
Keywords: next generation multiple access; NGMA; non-orthogonal multiple access; NOMA; IMT 2030; ambient IoT; near-field communications
Cite as: Ding Z G, Schober R, Fan P Z, et al. Next generation multiple access for IMT towards 2030 and beyond. Sci China Inf Sci, 2024, 67(6): 166301, doi: 10.1007/s11432-024-4014-x

信息器件 MEMS PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Nanomechanics: emerging opportunities for future computing
Wang, Zenghui; Fang, Jiawei; Zhang, Pengcheng; Yang, Rui
Sci China Inf Sci, 2021, 64(10): 206401
Keywords: mems; nems; mechanical computing; logic devices; switches; resonators
Cite as: Wang Z H, Fang J W, Zhang P C, et al. Nanomechanics: emerging opportunities for future computing. Sci China Inf Sci, 2021, 64(10): 206401, doi: 10.1007/s11432-020-3241-9

信息器件 新器件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 25

Design for reliability with the advanced integrated circuit (IC) technology: challenges and opportunities
Ji, Zhigang; Chen, Haibao; Li, Xiuyan
Sci China Inf Sci, 2019, 62(12): 226401
Keywords: reliability; variability; cmos; bti; defect; modelling; electronic design automation
Cite as: Ji Z G, Chen H B, Li X Y. Design for reliability with the advanced integrated circuit (IC) technology: challenges and opportunities. Sci China Inf Sci, 2019, 62(12): 226401, doi: 10.1007/s11432-019-2643-5

信息器件 新器件 PERSPECTIVE Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 7

Multi level cell (MLC) in 3D crosspoint phase change memory array
Gong, Nanbo
Sci China Inf Sci, 2021, 64(6): 166401
Keywords: memory; pcm; mlc; 1t1r; ots-pcm
Cite as: Gong N. Multi level cell (MLC) in 3D crosspoint phase change memory array. Sci China Inf Sci, 2021, 64(6): 166401, doi: 10.1007/s11432-021-3184-5