SCIS Collection of POSITION PAPER - SCIENCE CHINA Information Sciences

通信网络安全(1) 通信网络(1) 通信理论与系统(1) 移动通信(1) 无线通信(2)

Special Topic: Enabling Techniques and Cutting-Edge Applications of Foundation Models
SCIS Selected Articles on Large Language Models (LLM)
计算机人工智能 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

The superalignment of superhuman intelligence with large language models
Huang, Minlie; Wang, Yingkang; Cui, Shiyao; Ke, Pei; Tang, Jie
Sci China Inf Sci, 2025, 68(6): 160107

Keywords: superalignment; superhuman intelligence; large language models; scalable feedback; weak-to-strong generalization

Cite as: Huang M L, Wang Y K, Cui S Y, et al. The superalignment of superhuman intelligence with large language models. Sci China Inf Sci, 2025, 68: 160107, doi: 10.1007/s11432-024-4348-6

计算机人工智能 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Envisioning future deep learning theories: some basic concepts and characteristics
Su, Weijie J.
Sci China Inf Sci, 2024, 67(10): 203101

Keywords: deep learning; local elasticity; information bottleneck; implicit regularization; phenomenological model

Cite as: Su W J. Envisioning future deep learning theories: some basic concepts and characteristics. Sci China Inf Sci, 2024, 67: 203101, doi: 10.1007/s11432-023-4129-1

From CAS & CAE Members
计算机人工智能 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 5

NeurDB: an AI-powered autonomous data system
Ooi, Beng Chin; Cai, Shaofeng; Chen, Gang; Shen, Yanyan; Tan, Kian-Lee; Wu, Yuncheng; Xiao, Xiaokui; Xing, Naili; Yue, Cong; Zeng, Lingze; Zhang, Meihui; Zhao, Zhanhao
Sci China Inf Sci, 2024, 67(10): 200901

Keywords: AI×DB; in-database AI; intelligent data system

Cite as: Ooi B C, Cai S F, Chen G, et al. NeurDB: an AI-powered autonomous data system. Sci China Inf Sci, 2024, 67: 200901, doi: 10.1007/s11432-024-4125-9

计算机人工智能 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 12

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: 203101, doi: 10.1007/s11432-020-2952-7

SCIS Selected Articles on Large Language Models (LLM)
计算机图形图像 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Towards multimodal graph large language model
Wang, Xin; Zhang, Zeyang; Xiao, Linxin; Chen, Haibo; Ge, Chendi; Zhu, Wenwu
Sci China Inf Sci, 2025, 68(11): 213101

Keywords: multimodal graph; large language model; foundation model; graph machine learning; multimodality

Cite as: Wang X, Zhang Z Y, Xiao L X, et al. Towards multimodal graph large language model. Sci China Inf Sci, 2025, 68: 213101, doi: 10.1007/s11432-025-4627-3

计算机图形图像 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 9

Learning stratified 3D reconstruction
Dong, Qiulei; Shu, Mao; Cui, Hainan; Xu, Huarong; Hu, Zhanyi
Sci China Inf Sci, 2018, 61(2): 023101

Keywords: stratified 3d reconstruction; learning; deep neural network; outlier detector; spatial vision

Cite as: Dong Q L, Shu M, Cui H N, et al. Learning stratified 3D reconstruction. Sci China Inf Sci, 2018, 61: 023101, doi: 10.1007/s11432-017-9234-7

计算机高性能计算 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 36

Towards trustworthy blockchain systems in the era of “Internet of value”: development, challenges, and future trends
Jin, Hai; Xiao, Jiang
Sci China Inf Sci, 2022, 65(5): 153101

Keywords: blockchain; distributed systems; internet of value; challenges; development

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

Special Issue on Information Security
计算机信息安全 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 44

A systematic framework to under stand central bank digital currency
Yao, Qian
Sci China Inf Sci, 2018, 61(3): 033101

Keywords: digital fiat currency; credit-based currency; crypto-currency; algorithm-based currency; smart currency; central bank digital currency

Cite as: Yao Q. A systematic framework to under stand central bank digital currency. Sci China Inf Sci, 2018, 61: 033101, doi: 10.1007/s11432-017-9294-5

控制机器人与无人系统 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 20

Future vehicles: learnable wheeled robots
Li, Deyi; Ma, Nan; Gao, Yue
Sci China Inf Sci, 2020, 63(9): 193201

Keywords: wheeled robots; driving brain; swarm intelligence; negative learning; data-driven self-learning

Cite as: Li D Y, Ma N, Gao Y. Future vehicles: learnable wheeled robots. Sci China Inf Sci, 2020, 63: 193201, doi: 10.1007/s11432-019-2787-2

通信网络安全 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

On the revolution of the information network development paradigm
Wu, Jiangxing
Sci China Inf Sci, 2022, 65(11): 213301

Keywords: information network development paradigm; separation of technical systems and supporting environment; polymorphic network; PINet

Cite as: Wu J X. On the revolution of the information network development paradigm. Sci China Inf Sci, 2022, 65: 213301, doi: 10.1007/s11432-021-3480-9

通信通信网络 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Thoughts on the development of novel network technology
Wu, Jiangxing
Sci China Inf Sci, 2018, 61(10): 101301

Keywords: novel internet technology; open architecture; full-dimensional definability; diversified addressing and routing; intelligence; general robust control

Cite as: Wu J X. Thoughts on the development of novel network technology. Sci China Inf Sci, 2018, 61: 101301, doi: 10.1007/s11432-018-9456-x

Special Topic: Integration of Large AI Model and 6G
SCIS Selected Articles on AI+6G
SCIS Selected Articles on Large Language Models (LLM)
通信通信理论与系统 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Towards wireless native big AI model: the mission and approach differ from large language model
Chen, Zirui; Zhang, Zhaoyang; Liu, Chenyu; Xing, Ziqing
Sci China Inf Sci, 2025, 68(7): 170303

Keywords: wireless artificial intelligence; foundation model; wireless big AI model

Cite as: Chen Z R, Zhang Z Y, Liu C Y, et al. Towards wireless native big AI model: the mission and approach differ from large language model. Sci China Inf Sci, 2025, 68: 170303, doi: 10.1007/s11432-024-4464-8

From CAS & CAE Members
SCIS Selected Articles on AI+6G
通信移动通信 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 20

When AI meets sustainable 6G
You, Xiaohu; Huang, Yongming; Zhang, Cheng; Wang, Jiaheng; Yin, Hao; Wu, Hequan
Sci China Inf Sci, 2025, 68(1): 110301

Keywords: artificial intelligence; sustainable 6G; green; real-time; controllable

Cite as: You X H, Huang Y M, Zhang C, et al. When AI meets sustainable 6G. Sci China Inf Sci, 2025, 68: 110301, doi: 10.1007/s11432-024-4257-6

通信无线通信 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Stochastic geometry based analysis for heterogeneous networks: a perspective on meta distribution
Yu, Xinlei; Cui, Qimei; Wang, Yuanjie; Li, Na; Tao, Xiaofeng; Valkama, Mikko
Sci China Inf Sci, 2020, 63(12): 223301

Keywords: meta distribution; stochastic geometry; heterogeneous network; success probability; per-link reliability

Cite as: Yu X L, Cui Q M, Wang Y J, et al. Stochastic geometry based analysis for heterogeneous networks: a perspective on meta distribution. Sci China Inf Sci, 2020, 63: 223301, doi: 10.1007/s11432-020-2875-7

通信无线通信 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 106

Potential key technologies for 6G mobile communications
Yuan, Yifei; Zhao, Yajun; Zong, Baiqing; Parolari, Sergio
Sci China Inf Sci, 2020, 63(8): 183301

Keywords: 6g; holographic radio; terahertz; large intelligent surface; orbital angular momentum; advanced channel coding modulation; visible light communication

Cite as: Yuan Y F, Zhao Y J, Zong B Q, et al. Potential key technologies for 6G mobile communications. Sci China Inf Sci, 2020, 63: 183301, doi: 10.1007/s11432-019-2789-y

SCIS Selected Articles on Large Language Models (LLM)
信息器件电路和系统 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 0

Large processor chip model
Chang, Kaiyan; Chen, Mingzhi; Chen, Yunji; Chen, Zhirong; Fan, Dongrui; Gong, Junfeng; Guo, Nan; Han, Yinhe; Hao, Qinfen; Hou, Shuo; Huang, Xuan; Jin, Pengwei; Ke, Changxin; Li, Cangyuan; Li, Guangli; Li, Huawei; Li, Kuan; Li, Naipeng; Liang, Shengwen; Liu, Cheng; Liu, Hongwei; Liu, Jiahua; Lv, Junliang; Mu, Jianan; Qin, Jin; Sun, Bin; Wang, Chenxi; Wang, Duo; Wang, Mingjun; Wang, Ying; Wu, Chenggang; Wu, Peiyang; Wu, Teng; Xiao, Xiao; Xie, Mengyao; Xiong, Chenwei; Xu, Ruiyuan; Yan, Mingyu; Ye, Xiaochun; Yu, Kuai; Zhang, Rui; Zhang, Shuoming; Zhao, Jiacheng
Sci China Inf Sci, 2026, 69(5): 153401

Keywords: large processor chip model; LLMs; automated design; 3D Gaussian splatting

Cite as: Chang K Y, Chen M Z, Chen Y J, et al. Large processor chip model. Sci China Inf Sci, 2026, 69: 153401, doi: 10.1007/s11432-025-4739-1

Special Topic: AI Chips and Systems for Large Language Models
信息器件电路和系统 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 13

Large circuit models: opportunities and challenges
Chen, Lei; Chen, Yiqi; Chu, Zhufei; Fang, Wenji; Ho, Tsung-Yi; Huang, Ru; Huang, Yu; Khan, Sadaf; Li, Min; Li, Xingquan; Li, Yu; Liang, Yun; Liu, Jinwei; Liu, Yi; Lin, Yibo; Luo, Guojie; Pan, Hongyang; Shi, Zhengyuan; Sun, Guangyu; Tsaras, Dimitrios; Wang, Runsheng; Wang, Ziyi; Wei, Xinming; Xie, Zhiyao; Xu, Qiang; Xue, Chenhao; Yan, Junchi; Yang, Jun; Yu, Bei; Yuan, Mingxuan; Young, Evangeline F. Y.; Zeng, Xuan; Zhang, Haoyi; Zhang, Zuodong; Zhao, Yuxiang; Zhen, Hui-Ling; Zheng, Ziyang; Zhu, Binwu; Zhu, Keren; Zou, Sunan
Sci China Inf Sci, 2024, 67(10): 200402

Keywords: AI-rooted EDA; large circuit models; LCMs; multimodal circuit representation learning; circuit optimization

Cite as: Chen L, Chen Y Q, Chu Z F, et al. Large circuit models: opportunities and challenges. Sci China Inf Sci, 2024, 67: 200402, doi: 10.1007/s11432-024-4155-7

信息器件量子 POSITION PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 8

Shor's algorithm does not factor large integers in the presence of noise
Cai, Jin-Yi
Sci China Inf Sci, 2024, 67(7): 173501

Keywords: random noise; Shor's algorithm; rotation gates; quantum computing; prime factorization

Cite as: Cai J-Y. Shor's algorithm does not factor large integers in the presence of noise. Sci China Inf Sci, 2024, 67: 173501, doi: 10.1007/s11432-023-3961-3