移动计算、边缘智能、工业互联网、无人系统网络协同

   

中国科学院计算技术研究所 计算机系统结构专业 工学博士
西安交通大学 计算机应用专业 工学硕士
西安交通大学 计算机科学与技术专业 工学学士

   

2002-04--今 中国科学院计算技术研究所 研究员

2020-11-20-今,ACM中国, 常务理事
2019-08-25-今,中国计算机学会互联网专业委员会, 常务委员
2019-01-03-今,中国计算机学会, 杰出会员
2016-10-14-今,中国计算机学会物联网专业委员会, 委员
2016-09-14-今,中国计算机学会网络与数据通信专业委员会, 委员
2010-11-30-今,中国通信标准化协会, 理事

[1] Jingjing Xue, Sheng Sun, Min Liu, Yuwei Wang, Zhuotao Liu, Jingyuan Wang，Learnable Sparse Customization in Heterogeneous Edge Computing, ICDE 2025. (CCF A)

[2] Qingxiang Liu, Sheng Sun, Yuxuan Liang, Min Liu, Jingjing Xue, Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach, AAAI 2025. (CCF A)

[3] Xujing Li, Sheng Sun, Min Liu, Ju Ren, Xuefeng Jiang, Tianliu He, FedCRAC: Improving Federated Classification Performance on Long-tailed Data via Classifier Representation Adjustment and Calibration, IEEE Transactions on Mobile Computing (TMC), 2025. (CCF A)

[4] Jingjing Xue, Sheng Sun, Min Liu, Qi Li, Ke Xu, Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout, IEEE Transactions on Information Forensics and Security (TIFS), 2025. (CCF A)

[5] Yali Chen, Min Liu, Bo Ai, Yuwei Wang, Sheng Sun, Adaptive Bitrate Video Caching in UAV-Assisted MEC Networks based on Distributionally Robust Optimization, IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A)

[6] Sheng Sun, Zengqi Zhang, Quyang Pan, Min Liu, Yuwei Wang, Tianliu He, Yali Chen, Zhiyuan Wu, Staleness-Controlled Asynchronous Federated Learning: Accuracy and Efficiency Tradeoff, IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A)

[7] Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Bo Gao, Quyang Pan, Tianliu He, Xuefeng Jiang, Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration, INFOCOM 2024. (CCF A)

[8] Yuchen Zhu, Min Liu, Yali Chen, Sheng Sun, Zhongcheng Li, SkyOrbs: A Fast 3-D Directional Neighbor Discovery Algorithm for UAV Networks, IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A)

[9] Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Quyang Pan, Xuefeng Jiang, Bo Gao, FedICT: Federated Multi-task Distillation for Multi-access Edge Computing, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2024. (CCF A)

[10] Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Ke Xu, Wen Wang, Xuefeng Jiang, Bo Gao, Jinda Lu, FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence, IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A)

   

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