Vol. 67, No. 10, 2024
Special Topic: AI Chips and Systems for Large Language Models
Review of chiplet-based design: system architecture and interconnection
Yafei LIU, Xiangyu LI & Shouyi YIN
Sci China Inf Sci, 2024, 67(10):200401
Large circuit models: opportunities and challenges
Sci China Inf Sci, 2024, 67(10):200402
TSCompiler: efficient compilation framework for dynamic-shape models
Sci China Inf Sci, 2024, 67(10):200403
Hardware-oriented algorithms for softmax and layer normalization of large language models
Wenjie LI, Dongxu LYU, Gang WANG, Aokun HU, Ningyi XU & Guanghui HE
Sci China Inf Sci, 2024, 67(10):200404
CMN: a co-designed neural architecture search for efficient computing-in-memory-based mixture-of-experts
Shihao HAN, Sishuo LIU, Shucheng DU, Mingzi LI, Zijian YE, Xiaoxin XU, Yi LI, Zhongrui WANG & Dashan SHANG
Sci China Inf Sci, 2024, 67(10):200405
SpikingMiniLM: energy-efficient spiking transformer for natural language understanding
Jiayu ZHANG, Jiangrong SHEN, Zeke WANG, Qinghai GUO, Rui YAN, Gang PAN & Huajin TANG
Sci China Inf Sci, 2024, 67(10):200406
SpikingMiniLM：面向自然语言理解的脉冲Transformer模型
From CAS & CAE Members
NeurDB: an AI-powered autonomous data system
Sci China Inf Sci, 2024, 67(10):200901
RESEARCH PAPER
Committed-programming reductions: formalizations, implications and relations
Jiang ZHANG, Yu YU, Dengguo FENG, Shuqin FAN & Zhenfeng ZHANG
Sci China Inf Sci, 2024, 67(10):202101
FNNWV: farthest-nearest neighbor-based weighted voting for class-imbalanced crowdsourcing
Wenjun ZHANG, Liangxiao JIANG, Ziqi CHEN & Chaoqun LI
Sci China Inf Sci, 2024, 67(10):202102
类不平衡众包中基于最远-最近邻居的加权投票方法 | 张文钧 蒋良孝 陈子琪 李超群
Saliency-guided meta-hallucinator for few-shot learning
Hongguang ZHANG, Chun LIU, Jiandong WANG, Linru MA, Piotr KONIUSZ, Philip H. S. TORR & Lin YANG
Sci China Inf Sci, 2024, 67(10):202103
中澳英联合研究团队 | 基于显著性引导的元数据生成网络:一种小样本学习的新路径
Robust video question answering via contrastive cross-modality representation learning
Xun YANG, Jianming ZENG, Dan GUO, Shanshan WANG, Jianfeng DONG & Meng WANG
Sci China Inf Sci, 2024, 67(10):202104
杨勋,曾建明,汪萌等 | 基于跨模态对比表征学习的鲁棒视频问答
Design of zero-determinant strategies and its application to networked repeated games
Daizhan CHENG & Changxi LI
Sci China Inf Sci, 2024, 67(10):202201
程代展, 李长喜 | 零行列式策略设计及其在网络重复博弈中的应用
Adaptive coupled-sliding variables-based finite-time control of composite formation for multi-robot systems
Xinru MA, Hengyu LI, Jun LIU, Yueying WANG, Shaorong XIE & Jun LUO
Sci China Inf Sci, 2024, 67(10):202202
上海大学谢少荣团队 | 基于有限时间耦合滑模控制的多机器人复合编队
Fault-tolerant flocking control against multiple malicious agents under geometric configuration containment
Chencheng ZHANG, Hao YANG & Bin JIANG
Sci China Inf Sci, 2024, 67(8):202204
State and parameter identification of linearized water wave equation via adjoint method
Yang YU, Cheng-Zhong XU, Hai-Long PEI & Jinpeng YU
Sci China Inf Sci, 2024, 67(10):202205
Mean-square exponential stability of stochastic Volterra systems in infinite dimensions
Lin FU, Shiguo PENG, Feiqi DENG & Quanxin ZHU
Sci China Inf Sci, 2024, 67(10):202206
付林,彭世国,邓飞其,朱全新 | 无穷维随机积分微分方程的均方指数稳定性
Lin FU, Shiguo PENG, Feiqi DENG & Quanxin ZHU
Yuequan XIANG & Linying XIANG
Sci China Inf Sci, 2024, 67(10):202207
项阅权,项林英 | 基于Gramian度量的图积网络可控性
An STP look at logical blocking of finite state machines: formulation, detection, and search
Yongyi YAN, Penglei HAO, Jumei YUE, Haitao LI & Jun-E FENG
Sci China Inf Sci, 2024, 67(10):202208
闫永义,李海涛,冯俊娥等 | STP视角下的有限状态自动机的逻辑拥堵：描述、检测及搜索
Weighted sum power maximization for STAR-RIS-aided SWIPT systems with nonlinear energy harvesting
Weiping SHI, Cunhua PAN, Feng SHU, Yongpeng WU, Jiangzhou WANG, Yongqiang BAO & Jin TIAN
Sci China Inf Sci, 2024, 67(10):202301
非线性能量收集模型下STAR-RIS辅助的SWIPT方案设计
Automatically identifying imperfections and attacks in practical quantum key distribution systems via machine learning
Jiaxin XU, Xiao MA, Jingyang LIU, Chunhui ZHANG, Hongwei LI, Xingyu ZHOU & Qin WANG
Sci China Inf Sci, 2024, 67(10):202501
南邮王琴等 | 基于机器学习自动检测实际量子密钥分发系统中的设备缺陷和黑客攻击
POSITION PAPER
Envisioning future deep learning theories: some basic concepts and characteristics
Weijie J. SU
Sci China Inf Sci, 2024, 67(10):203101
MOOP
Underwater RGB-D imaging system with millimetric precision
Yajun GAO, Yang CONG, Xu TANG & Mingxue LI
Sci China Inf Sci, 2024, 67(10):204201
PERSPECTIVE
Cloud-based control systems: towards the control architecture in cloud computing era
Yuanqing XIA
Sci China Inf Sci, 2024, 67(10):206201
LETTER
Unveiling factuality and injecting knowledge for LLMs via reinforcement learning and data proportion
Wenjun KE, Ziyu SHANG, Zhizhao LUO, Peng WANG, Yikai GUO, Qi LIU & Yuxuan CHEN
Sci China Inf Sci, 2024, 67(10):209101
东南大学柯文俊等 | 先检测后增强：利用强化学习和数据配比提升LLMs的事实准确性
Distributed adaptive resilient formation control for nonlinear multi-agent systems under DoS attacks
Hao WEN, Yongming LI & Shaocheng TONG
Sci China Inf Sci, 2024, 67(10):209201
HF-VHF NEMS resonators enabled by 2D semiconductor ReSe2
Sci China Inf Sci, 2024, 67(10):209401
电子科技大学王曾晖组 | 基于二维半导体ReSe2的高频-超高频纳米机电谐振器
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