¡个人简介：
孙川，男，工学博士，中共党员，现任浪live
讲师，入选重庆市高层次人才，IEEE/CCF/CAAI专业会员。其研究方向聚焦于大模型压缩与微调、多智能体协同、联邦学习及边缘计算等前沿领域。近年来，在IEEE JSAC、TKDE、TSC等国际顶级期刊及会议发表学术论文30余篇，其中以第一/通讯作者身份发表10篇（含CCF-A类2篇，中科院一区/二区6篇），并获国家授权发明专利7项。在科研项目方面，主持省部级科研项目3项，并作为核心成员参与国家级项目4项。此外，担任《EURASIP Journal on Wireless Communications and Networking》客座编辑、《Cloud Computing and Data Science》副编辑，受邀出任IEEE INFOCOM Demo、WWW Workshop等国际会议程序委员会成员，并长期担任IEEE TKDE、TMC、TNNLS、INFOCOM等30余个国际权威期刊与会议的审稿人。
¡研究方向：
大模型压缩与微调、多智能体协同、联邦学习及边缘计算。
¡教育及工作经历：
2013.09-2017.06 武汉科技大学 信息科学与工程学院 工学学士
2017.09-2019.06 重庆大学 自动化学院 硕博连读
2019.09-2023.12 重庆大学 大数据与软件学院 工学博士
2024.02-2025.06 新加坡南洋理工大学 计算与数据科学学院 博士后
2025.07-2025.08 哈尔滨医科大学 医工交叉学院 访问学者
2025.09-至 今 浪live
浪live
讲师
¡获奖/荣誉：
[1] 博士研究生国家奖学金，教育部，2021
[2] 2024 Best Paper Runner-up（最佳论文奖亚军），IEEE计算机学会，2025（排名第一）
[3] 重庆市优秀博士学位论文，重庆市教育委员会，2025
¡代表性成果（节选，*通讯）：
[1] Chuan Sun, Xiuhua Li*, Junhao Wen, Xiaofei Wang, Zhu Han, and Victor C. M. Leung. Federated deep reinforcement learning for recommendation-enabled edge caching in mobile edge-cloud computing networks[J]. IEEE Journal on Selected Areas in Communications (JSAC), 2023, 41(3): 690-705. (CCF-A, 中科院一区 Top, JCR-1，IF=16.4)
[2] Chuan Sun, Xiuhua Li*, Chenyang Wang, Qiang He, Xiaofei Wang, and Victor C. M. Leung. Hierarchical deep reinforcement learning for joint service caching and computation offloading in mobile edge-cloud computing[J]. IEEE Transactions on Services Computing (TSC), 2024, 17(4): 1548-1564. (2024 Best Paper Runner-up, CCF-A, 中科院二区 Top, JCR-1, IF=5.5)
[3] Xiuhua Li, Chuan Sun*, Junhao Wen, Xiaofei Wang, Mohsen Guizani, and Victor C. M. Leung. Multi-user QoE enhancement: Federated multi-agent reinforcement learning for cooperative edge intelligence[J]. IEEE Network, 2022, 36(5): 144-151. (中科院二区, JCR-1, IF=10.3)
[4] Chuan Sun, Xiongwei Wu, Xiuhua Li*, Qilin Fan, Junhao Wen, and Victor C. M. Leung. Cooperative Computation Offloading for Multi-Access Edge Computing in 6G Mobile Networks via Soft Actor Critic[J]. IEEE Transactions on Network Science and Engineering (TNSE), 2024, 11(6): 5601-5614. (中科院二区, JCR-1, IF=6.7)
[5] Chuan Sun, Hongpeng Yin*, Yanxia Li, and Yi Chai. A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning[J]. IEEE/CAA Journal of Automatica Sinica (JAS), 2021, 8(6): 1188-1198. (中科院一区 Top, JCR-1, IF=15.3)
[6] Weijia Feng, Xinyu Zuo, Ruojia Zhang, Yichen Zhu, Chenyang Wang, Jia Guo, and Chuan Sun*. Federated Deep Reinforcement Learning for Multimodal Content Caching in Edge-Cloud Networks[J]. IEEE Transactions on Network Science and Engineering (TNSE), 2025, 12(3): 2188-2201. (中科院二区, JCR-1, IF=6.7)
[7] Xiaohan Yuan, Chuan Sun*, Shuyu Chen. Cooperative DNN partitioning for accelerating DNN-empowered disease diagnosis via swarm reinforcement learning[J]. Applied Soft Computing (ASOC), 2023, 148: 110844. (中科院一区 Top, JCR-1, IF=8.7)
[8] Xiaohan Yuan, Chuan Sun*, Shuyu Chen. A Clustering-based Adaptive Under-sampling Ensemble Method for Highly Unbalanced Data Classification[J]. Applied Soft Computing (ASOC), 2024, 159: 111659. (中科院一区 Top, JCR-1, IF=8.7)
[9] Chuan Sun, Hui Li, Xiuhua Li*, Junhao Wen, Qingyu Xiong, and Wei Zhou. Convergence of Recommender Systems and Edge Computing: A Comprehensive Survey[J]. IEEE Access, 2020, 8: 47118-47132. (中科院三区, JCR-1, IF=3.7448)
[10] Chuan Sun, Hui Li, Xiuhua Li, Junhao Wen, Qingyu Xiong, Xiaofei Wang, and Victor C.M. Leung. Task Offloading for End-Edge-Cloud Orchestrated Computing in Mobile Networks[C]. in Proc. IEEE Wireless Communications and Networking Conference (WCNC), 2020: 1-6. (CCF-C)
[11] Xiuhua Li, Hui Li*, Chuan Sun, Qilin Fan, Zhu Han, and Victor C.M. Leung, Edge-Enhanced Intelligence: A Comprehensive Survey of Large Language Models and Edge-Cloud Computing Synergy[J]. IEEE Communications Surveys & Tutorials (COMST), 2025. (中科院一区 Top, JCR-1, IF=46.7)
[12] Kai Jiang, Chuan Sun, Huan Zhou*, Xiuhua Li, Mianxiong Dong, and Victor C. M. Leung. Intelligence-Empowered Mobile Edge Computing: Framework, Issues, Implementation, and Outlook[J]. IEEE Network, 2021, 35(5): 74-82. (中科院二区, JCR-1, IF=10.6931)
[13] Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, Win Kent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang. Ten Problems in Federated Foundation Models[J]. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025, 37(7): 4314-4337. (CCF-A, 中科院一区 Top, JCR-1, IF=8.9)
[14] Xiuhua Li, Luxi Cheng, Chuan Sun, Kwok-Yan Lam, Xiaofei Wang, and Feng Li. Federated Learning-Empowered Collaborative Data Sharing for Vehicular Edge Networks[J]. IEEE Network, 2021, 35(3): 116-124. (中科院二区, JCR-1, IF=10.6931)
[15] Zhao Ming, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, and Victor C. M. Leung. Sleeping Cell Detection for Resiliency Enhancements in 5G/B5G Mobile Edge-Cloud Computing Networks[J]. ACM Transactions on Sensor Networks (TOSN), 2022, 18(3): 1-30. (CCF-B, 中科院四区, JCR-3, IF=2.253)
[16] Xinyu Zhang, Zhigang Hu, Yang Liang, Hui Xiao, Aikun Xu, Meiguang Zheng, and Chuan Sun. A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration[J]. Journal of Grid Computing, 2024, 22(1): 21. (CCF-C, 中科院二区, JCR-1, IF=5.5)
[17] Weijia Feng, Ruojia Zhang, Yichen Zhu, Chenyang Wang*, Chuan Sun, Xiaoqiang Zhu, Xiang Li, and Tarik Taleb. Exploring Collaborative Diffusion Model Inferring for AIGC-enabled Edge Services[J]. IEEE Transactions on Cognitive Communications and Networking (TCCN), 2025, 11(2): 946-960. (中科院一区, JCR-1, IF=7.4)
[18] Hui Li, Chuan Sun, Xiuhua Li, Qingyu Xiong, Junhao Wen, Xiaofei Wang, and Victor C. M. Leung. Mobility-Aware Content Caching and User Association for Ultra-Dense Mobile Edge Computing Networks[C]. in Proc. IEEE Global Communications Conference (GLOBCOM), 2020: 1-6. (CCF-C)
[19] Chenyang Wang, Yan Chen, Chuan Sun, Bosen Jia, Xiaofei Wang, Tarik Taleb, Victor C.M. Leung. QoE-oriented Soft Caching with Content Recommendation for Edge Computing Networks[C]. in Proc. IEEE Global Communications Conference (GLOBCOM), 2024: 4346-4351. (CCF-C)
[20] Yuxuan Deng, Xiuhua Li, Chuan Sun, Qilin Fan, Xiaofei Wang, Victor C.M. Leung. Semi-Asynchronous Federated Learning with Trajectory Prediction for Vehicular Edge Computing[C]. in Proc. IEEE International Symposium on Quality of Service (IWQoS), 2024: 1-10. (CCF-B)
¡联系方式
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