中国科学院计算技术研究所机构知识库

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	LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文 NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20 作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi 收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
	Burst-Sensitive Traffic Forecast via Multi-Property Personalized Fusion in Federated Learning 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 5598-5614 作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Meng, Xuying;  Wang, Jingyuan;  Zhang, JunBo;  Xu, Ke 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Predictive models  Forecasting  Data models  Market research  Fluctuations  Computational modeling  Training  Telecommunication traffic  Adaptation models  Mathematical models  Network traffic forecast  federated learning (FL)  heterogeneous data  multi-scale representation  personalized fusion
	Balancing Graph Processing Workloads in Heterogeneous CPU-PIM Systems 期刊论文 IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2025, 卷号: 13, 期号: 3, 页码: 1068-1082 作者:  Xu, Sheng;  Li, Chun;  Luo, Le;  Zheng, Ming;  Yan, Liang;  Zou, Xingqi;  Chen, Xiaoming 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Program processors  Logic  Codes  Annotations  Synchronization  Resource management  Parallel processing  Programming  Hardware  Energy consumption  Processing-in-Memory  workload balance  graph processing  heterogeneous system
	Identifying Optimal Workload Offloading Partitions for CPU-PIM Graph Processing Accelerators 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2025, 页码: 12 作者:  Xu, Sheng;  Li, Chun;  Luo, Le;  Zhou, Wu;  Yan, Liang;  Chen, Xiaoming 收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25 Program processors  Logic  Codes  Arrays  Runtime  Electronic mail  Accuracy  Very large scale integration  Training  Through-silicon vias  Graph processing  heterogenous systems  processing-in-memory (PIM)  reuse distance (RD)  workload offloading
	Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout 期刊论文 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 2464-2479 作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Li, Qi;  Xu, Ke 收藏  |  浏览/下载：41/0  |  提交时间：2025/06/25 Bayes methods  Training  Servers  Data models  Robustness  Distributed databases  Uplink  Convergence  Computational modeling  Recurrent neural networks  Federated learning  Byzantine attack  dropout defense  robust aggregation
	REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 16 作者:  Liu, Qingxiang;  Sun, Sheng;  Liang, Yuxuan;  Xu, Xiaolong;  Liu, Min;  Bilal, Muhammad;  Wang, Yuwei;  Li, Xujing;  Zheng, Yu 收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25 Predictive models  Concept drift  Correlation  Forecasting  Computational modeling  Data models  Optimization  Adaptation models  Urban areas  Training  Traffic flow forecasting  federated learning  concept drift  online learning  graph convolution
	Cost-Effective DNA Storage System with DNA Movable Type 期刊论文 ADVANCED SCIENCE, 2024, 页码: 15 作者:  Wang, Chenyang;  Wei, Di;  Wei, Zheng;  Yang, Dongxin;  Xing, Jing;  Wang, Yunze;  Wang, Xiaotong;  Wang, Pei;  Ma, Guannan;  Zhang, Xinru;  Li, Haolan;  Tang, Chuan;  Hou, Pengfei;  Wang, Jie;  Gao, Renjun;  Xie, Guiqiu;  Li, Cuidan;  Ju, Yingjiao;  Wang, Peihan;  Yue, Liya;  Zhao, Yongliang;  Sheng, Yongjie;  Xiao, Jingfa;  Niu, Haitao;  Xu, Sihong;  Yang, Huaiyi;  Liu, Di;  Duan, Bo;  Bu, Dongbo;  Tan, Guangming;  Chen, Fei 收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25 DNA data storage  DNA movable type  DNA-based storage
	FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382 作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda 收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06 Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency
	Enhancing Recommendation with Denoising Auxiliary Task 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 5, 页码: 1123-1137 作者:  Liu, Peng-Sheng;  Zheng, Li-Nan;  Chen, Jia-Le;  Zhang, Guang-Fa;  Xu, Yang;  Fang, Jin-Yun 收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25 auxiliary task learning  recommender system  sequence denoising
	UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 5, 页码: 6993-7006 作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Sun, Sheng;  Liu, Zhuotao;  Xu, Ke;  Li, Zhongcheng 收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06 Training  Security  Autonomous aerial vehicles  Energy consumption  Resource management  Data models  Computational modeling  Deep reinforcement learning  federated learning (FL)  physical layer security  resource allocation  unmanned aerial vehicle (UAV)