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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：1/0  |  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  
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：2/0  |  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)  
A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition 期刊论文
NUTRIENTS, 2024, 卷号: 16, 期号: 2, 页码: 16
作者:  Sheng, Guorui;  Min, Weiqing;  Zhu, Xiangyi;  Xu, Liang;  Sun, Qingshuo;  Yang, Yancun;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
food recognition  lightweight  global feature  ViT  nutrition management  
Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载：19/0  |  提交时间：2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence  
A Novel Perspective on Travel Demand Prediction Considering Natural Environmental and Socioeconomic Factors 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 24
作者:  Xu, Zhihao;  Lv, Zhiqiang;  Li, Jianbo;  Sun, Haokai;  Sheng, Zhaoyu
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Meteorology  Public transportation  Wind speed  Classification tree analysis  Urban areas  Atmospheric modeling  Time division multiplexing  
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1898-1910
作者:  Wei, Xiao-Yong;  Yang, Zhen-Qun;  Zhang, Xu-Lu;  Liao, Ga;  Sheng, Ai-Lin;  Zhou, S. Kevin;  Wu, Yongkang;  Du, Liang
收藏  |  浏览/下载：45/0  |  提交时间：2021/12/01
Tensors  Visualization  Computational modeling  Proteins  Analytical models  Logic gates  Backtracking  Immunofixation Electrophoresis  deep collocative learning  coached attention gates  
Breaking the von Neumann bottleneck: architecture-level processing-in-memory technology 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 6, 页码: 10
作者:  Zou, Xingqi;  Xu, Sheng;  Chen, Xiaoming;  Yan, Liang;  Han, Yinhe
收藏  |  浏览/下载：51/0  |  提交时间：2021/12/01
processing-in-memory (PIM)  von Neumann bottleneck  memory wall  PIM simulator  architecture-level PIM  
Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2021 期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: D1, 页码: D18-D28
作者:  Xue, Yongbiao;  Bao, Yiming;  Zhang, Zhang;  Zhao, Wenming;  Xiao, Jingfa;  He, Shunmin;  Zhang, Guoqing;  Li, Yixue;  Zhao, Guoping;  Chen, Runsheng;  Song, Shuhui;  Ma, Lina;  Zou, Dong;  Tian, Dongmei;  Li, Cuiping;  Zhu, Junwei;  Gong, Zheng;  Chen, Meili;  Wang, Anke;  Ma, Yingke;  Li, Mengwei;  Teng, Xufei;  Cui, Ying;  Duan, Guangya;  Zhang, Mochen;  Jin, Tong;  Shi, Chengmin;  Du, Zhenglin;  Zhang, Yadong;  Liu, Chuandong;  Li, Rujiao;  Zeng, Jingyao;  Hao, Lili;  Jiang, Shuai;  Chen, Hua;  Han, Dali;  Yongbiao, Xue;  Zhang, Tao;  Kang, Wang;  Qu, Jing;  Zhang, Weiqi;  Liu, Guang-Hui;  Liu, Lin;  Zhang, Yang;  Niu, Guangyi;  Zhu, Tongtong;  Feng, Changrui;  Liu, Xiaonan;  Zhang, Yuansheng;  Li, Zhao;  Chen, Ruru;  Li, Qianpeng;  Hua, Zhongyi;  Jiang, Chao;  Chen, Ziyuan;  He, Fangshu;  Zhao, Yuyang;  Jin, Yan;  Huang, Luqi;  Yuan, Yuan;  Zhou, Chenfen;  Xu, Qingwei;  He, Sheng;  Ye, Wei;  Cao, Ruifang;  Wang, Pengyu;  Ling, Yunchao;  Yan, Xing;  Wang, Qingzhong;  Du, Qiang;  Zong, Wenting;  Kang, Hongen;  Xiong, Zhuang;  Huan, Wendi;  Zhang, Sirui;  Xia, Qiguang;  Fan, Xiaojuan;  Wang, Zefeng;  Chen, Xu;  Chen, Tingting;  Zhang, Sisi;  Tang, Bixia;  Dong, Lili;  Zhang, Zhewen;  Wang, Zhonghuang;  Kang, Hailong;  Wang, Yanqing;  Wu, Song;  Wang, Honggen;  Chen, Ming;  Liu, Chang;  Xiong, Yujia;  Shao, Xueying;  Li, Yanyan;  Zhou, Honghong;  Chen, Xiaomin;  Zheng, Yu;  Kang, Quan;  Hao, Di;  Zhang, Lili;  Luo, Huaxia;  Hao, Yajing;  Zhang, Peng;  Nie, Zhi;  Yu, Shuhuan;  Yang, Fei;  Sang, Jian;  Li, Zhaohua;  Zhang, Xiangquan;  Zhou, Qing;  Zhai, Shuang;  Zhang, Yaping;  Wang, Guodong;  Zhu, Qianghui;  Li, Xin;  Li, Menghua;  Yan, Jun;  Li, Chen;  Wang, Zhennan;  Wang, Xiangfeng;  Liu, Yuanming;  Luo, Hong;  Wu, Xiaoyuan;  Jing, HaiChun;  Song, Tinrui;  Zhao, Yi;  Mehmood, Furrukh;  Ali, Shahid;  Ali, Amjad;  Saleem, Shoaib;  Hussain, Irfan;  Abbasi, Amir A.;  Zuo, Zhixiang;  Ren, Jian;  Zhang, Xinxin;  Xiao, Yun;  Li, Xia;  Tu, Yiran;  Xue, Yu;  Wu, Wanying;  Ji, Peifeng;  Zhao, Fangqing;  Meng, Xianwen;  Peng, Di;  Luo, Hao;  Gao, Feng;  Ning, Wanshan;  Lin, Shaofeng;  Liu, Teng;  Guo, An-Yuan;  Yuan, Hao;  Zhang, Yong E.;  Tan, Xiaodan;  Zhang, Weizhi;  Xie, Yubin;  Wang, Chenwei;  Liu, Chun-Jie;  Yang, De-Chang;  Tian, Feng;  Gao, Ge;  Tang, Dachao;  Yao, Lan;  Cui, Qinghua;  An, Ni A.;  Li, Chuan-Yun;  Luo, XiaoTong
收藏  |  浏览/下载：97/0  |  提交时间：2021/12/01
A Case for Adaptive Resource Management in Alibaba Datacenter Using Neural Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 1, 页码: 209-220
作者:  Wang, Sa;  Zhu, Yan-Hai;  Chen, Shan-Pei;  Wu, Tian-Ze;  Li, Wen-Jie;  Zhan, Xu-Sheng;  Ding, Hai-Yang;  Shi, Wei-Song;  Bao, Yun-Gang
收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10
resource management  neural network  resource efficiency  tail latency  
面向异构IoT设备协作的DNN推断加速研究 期刊论文
计算机研究与发展, 2020, 卷号: 57.0, 期号: 004, 页码: 709
作者:  孙胜;  李叙晶;  刘敏;  杨博;  过晓冰
收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04
深度神经网络推断加速  异构设备协作  进化增强学习  多层预测模型  拆分策略