中国科学院计算技术研究所机构知识库

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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
	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
	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
	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)
	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)
	Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文 ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34 作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Federated learning  knowledge distillation  proxy-data-free  model heterogeneity
	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
	Generation of virtual digital human for customer service industry 期刊论文 COMPUTERS & GRAPHICS-UK, 2023, 卷号: 115, 页码: 359-370 作者:  Sun, Yanan;  Sun, Zhiyao;  Wen, Yu-Hui;  Ye, Sheng;  Lv, Tian;  Yu, Minjing;  Yi, Ran;  Gao, Lin;  Liu, Yong-Jin 收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04 2D virtual humans  Service gestures  Emotion editing  Gesture generation
	MJOA-MU: End-to-edge collaborative computation for DNN inference based on model uploading 期刊论文 COMPUTER NETWORKS, 2023, 卷号: 231, 页码: 17 作者:  Yang, Huan;  Sun, Sheng;  Liu, Min;  Zhang, Qiuping;  Wang, Yuwei 收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04 DNN inference  Model uploading  DNN partitioning  Resource allocation
	piRT-IFC: Physics-informed real-time impedance flow cytometry for the characterization of cellular intrinsic electrical properties 期刊论文 MICROSYSTEMS & NANOENGINEERING, 2023, 卷号: 9, 期号: 1, 页码: 10 作者:  Luan, Xiaofeng;  Liu, Pengbin;  Huang, Di;  Zhao, Haiping;  Li, Yuang;  Sun, Sheng;  Zhang, Wenchang;  Zhang, Lingqian;  Li, Mingxiao;  Zhi, Tian;  Zhao, Yang;  Huang, Chengjun 收藏  |  浏览/下载：15/0  |  提交时间：2023/12/04