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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  
Structural Brain Connectivity Guided Optimal Contact Selection for Deep Brain Stimulation of the Subthalamic Nucleus 期刊论文
WORLD NEUROSURGERY, 2024, 卷号: 188, 页码: E546-E554
作者:  Liu, Jiali;  Chen, Shouxuan;  Chen, Jianwei;  Wang, Bo;  Zhang, Qiusheng;  Xiao, Linxia;  Cai, Xiaodong;  Zhang, Doudou
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Convolutional neural network  Optimal contact selection  Parkinson disease  Structural brain connectivity  STN-DBS surgery  Volumes of tissue activated  
Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow forecasting  
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware  
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Jiang, Xuefeng;  Gao, Bo
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computational modeling  Data models  Training  Servers  Multitasking  Adaptation models  Optimization  Distributed optimization  federated learning  knowledge distillation  multi-access edge computing  multi-task learning  
Adaptive Bitrate Video Caching in UAV-Assisted MEC Networks Based on Distributionally Robust Optimization 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5245-5259
作者:  Chen, Yali;  Liu, Min;  Ai, Bo;  Wang, Yuwei;  Sun, Sheng
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Streaming media  Autonomous aerial vehicles  Optimization  Bit rate  Servers  Robustness  Uncertainty  Adaptive bitrate video caching  mobile edge computing (MEC)  optimization under uncertainty  unmanned aerial vehicle (UAV)  
MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 页码: 11
作者:  Huang, Haitong;  Liu, Cheng;  Xue, Xinghua;  Liu, Bo;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:13/0  |  提交时间:2024/05/20
Biological neural networks  Hardware  Reliability  Computational modeling  Neural networks  Fault tolerant systems  Fault tolerance  Fault evaluation  fault injection  fault simulation  multiresolution  neural network reliability  
UAV Trajectory Optimization for Large-Scale and Low-Power Data Collection: An Attention-Reinforced Learning Scheme 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 4, 页码: 3009-3024
作者:  Zhu, Yuchen;  Yang, Bo;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Autonomous aerial vehicles  Sensors  Data collection  Energy consumption  Wireless communication  Optimization  Data models  Unmanned aerial vehicle  trajectory optimization  data collection  attention model  deep reinforcement learning  LoRa  
NeUDF: Learning Neural Unsigned Distance Fields With Volume Rendering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 4, 页码: 2364-2377
作者:  Liu, Yu-Tao;  Wang, Li;  Yang, Jie;  Chen, Weikai;  Meng, Xiaoxu;  Yang, Bo;  Gao, Lin
收藏  |  浏览/下载:13/0  |  提交时间:2024/05/20
Surface reconstruction  Rendering (computer graphics)  Image reconstruction  Shape  Image color analysis  Topology  Surface texture  Unsigned distance fields  volume rendering  shape reconstruction from multi-view images  open surfaces  
10-Million Atoms Simulation of First-Principle Package LS3DF 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 1, 页码: 45-62
作者:  Yan, Yu-Jin;  Li, Hai-Bo;  Zhao, Tong;  Wang, Lin-Wang;  Shi, Lin;  Liu, Tao;  Tan, Guang-Ming;  Jia, Wei-Le;  Sun, Ning-Hui
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
single instruction multiple thread accelerator  electronic structure  high-performance computing  linearly scaling three-dimensional fragment (LS3DF)