- 会议论文(节选)
[53] Lulu Cheng, Luxi Cheng*, Xiuhua Li, Lingxiao Chen, Xiaofei Wang, and Victor C. M. Leung, “Joint Client Selection and Gradient Optimization for Energy-Efficient Federated Learning in Mobile Edge Computing Networks”, IEEE Cloudcom, 2025.
[52] Jianmeng Guo, Xiuhua Li*,Jinlong Hao, Lingxiao Chen, Xiaofei Wang, and Victor C. M. Leung, “LLM-Guided Soft Actor-Critic for Resource Allocation in Mobile Edge Computing Networks”, IFIP NPC, 2025. (CCF-C)
[51] Sixin Chen, Xiuhua Li,Jinlong Hao*, Yingbo Wu, Xiaofei Wang, and Victor C. M. Leung, “SCPT: A Spatio-Temporal-Request Computing Power Trading Framework Based on Discriminatory Auction Mechanism in Edge-Cloud Service Market”, IEEE GLOBECOM, 2025. (CCF-C)
[50] Zhongkai Zhao, Guozeng Xu, Xiuhua Li*, Kaiwen Wei*, and Jiang Zhong, “FedLEKE: Federated Locate-then-Edit Knowledge Editing for Multi-Client Collaboration”, Findings of ACL, 2025.
[49] Hushuang Zeng, Xiuhua Li*, Guozeng Xu, Jinlong Hao*, Xiaofei Wang, and Victor C. M. Leung, “Cluster-Based Device Scheduling Design for Semi-Asynchronous Federated Learning in Mobile Edge Computing Networks”, IEEE ICC, 2025. (CCF-C)
[48] Xinyang Fan, Xiuhua Li*, Genqi Liu, Yingbo Wu, Xiaofei Wang, and Victor C.M. Leung, “Joint Model Compression and Knowledge Distillation for On-Demand DNN Inference Based on End-Edge Collaboration”, IEEE ICC, 2025. (CCF-C)
[47] Kang Huang, Chao Qiu, Chenxuan Hou, Xiuhua Li, and Xiaofei Wang, “HyperJet: Joint Communication and Computation Scheduling for Hypergraph Tasks in Distributed Edge Computing”, IEEE INFOCOM, 2025. (CCF-A)
[46] Gang Wang, Jinlong Hao*, Guozeng Xu, Jian Tang, Xiuhua Li, Penghua Li, “Deep Reinforcement Learning for Cache Allocation of Multi-Cloud Content Providers in Mobile Edge-Cloud Computing Networks”, EAI 6GN, 2024.
[45] Tao Song, Jinlong Hao*, Luxi Cheng, Hui Li, Xiuhua Li*, and Penghua Li, “V2V Communication Systems for Advanced Truck Platooning at Freight Hubs”, EAI 6GN, 2024.
[44] Zongkai Zhao, Xiuhua Li*, and Kaiwen Wei*, “S2D: Enhancing Zero-shot Cross-lingual Event Argument Extraction with Semantic Knowledge”, NLPCC, 2024. (CCF-C)
[43] Yuxuan Deng, Xiuhua Li*, Chuan Sun, Qilin Fan, Xiaofei Wang, and Victor C. M. Leung, “Semi-Asynchronous Federated Learning with Trajectory Prediction for Vehicular Edge Computing”, IEEE IWQoS, 2024. (CCF-B)
[42] Feng Li,Wei Nie, Kwok-Yan Lam, Bowen Shen, and Xiuhua Li, “Network Traffic Prediction Using PSO-LightGBM-TM”, IEEE INFOCOM Workshop, 2024.
[41] Jian Tang, Xiuhua Li*, Hui Li, Min Xiong, Xiaofei Wang, and Victor C. M. Leung, “Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks”, IEEE ICC, 2024. (CCF-C)
[40] Yuan Chen, Xiuhua Li*, Guozeng Xu and Ling Liu, Xiaofei Wang, and Victor C. M. Leung, “Competitive and Cooperative Computation Offloading for Intensive Heterogeneous Tasks in Vehicular Edge Computing Networks”, IEEE ICC, 2024. (CCF-C)
[39] Zebo Zhao, Chao Qiu, Yunfeng Zhao, Xiaofei Wang, Haipeng Yao, Xiuhua Li, and Richard Yu, “F²NAS: Flexible Federated Neural Architecture Search in Green Edge Computing”, IEEE ICC, 2024. (CCF-C)
[38] Xiaoyun Shi, Yunfeng Zhao, Chao Qiu, Xiaofei Wang, Xiuhua Li, and Wenyu Wang, “CrossLearning: Vertical and Horizontal Learning for Request Scheduling in Edge-Cloud Systems”, IEEE ICC, 2024. (CCF-C)
[37] Jingchao Tan, Tiancheng Zhang, Chenyang Wang, Xiuhua Li, and Xiaofei Wang, “Energy-Efficient User Allocation and Content Updating in Mobile Edge Computing Networks”, IEEE ICC, 2024. (CCF-C)
[36] Yaxin Tang, Xiuhua Li*, Hui Li, Zhengyi Yang, Xiaofei Wang, and Victor C. M. Leung, "Collaborative DNNs Inference with Joint Model Partition and Compression in Mobile Edge-Cloud Computing Networks", IEEE WCNC, 2024. (CCF-C)
[35] Lingxiao Chen, Xiuhua Li*, Chuan Sun, Qilin Fan, Xiaofei Wang, and Victor C. M. Leung, "Multi-Agent Deep Reinforcement Learning for Computation Offloading in Multi-IRS Assisted Mobile Edge Computing Networks", IEEE WCNC, 2024. (CCF-C)
[34] Yuxuan Deng, Xiuhua Li*, Chuan Sun,Jinlong Hao, Xiaofei Wang, and Victor C.M. Leung, “Deep Reinforcement Learning for Joint Service Placement and Request Scheduling in Mobile Edge Computing Networks”, IEEE ISCC, 2023. (CCF-C)
[33] Guozeng Xu, Xiuhua Li*, Hui Li, Qilin Fan, Xiaofei Wang, and Victor C. M. Leung, “Energy-Efficient Dynamic Asynchronous Federated Learning in Mobile Edge Computing Networks”, IEEE ICC, 2023. (CCF-C)
[32] Chenyang Wang, Bosen Jia, Hao Yu, Xiuhua Li,Xiaofei Wang, and Tarik Taleb, “Deep Reinforcement Learning for Dependency-aware Microservice Deployment in Edge Computing”, IEEE GLOBECOM, 2022. (CCF-C)
[31] Zhihan Fu, Qilin Fan, Xu Zhang, Xiuhua Li, Sen Wang, Yueyang Wang,“Policy Network Assisted Monte Carlo Tree Search for Intelligent Service Function Chain Deployment”, TrustCom, 2021. (CCF-C)
[30] Zhao Ming, Xiuhua Li*, Chuan Sun, Qilin Fan, Xiaofei Wang, and Victor C. M. Leung, “Dependency-Aware Hybrid Task Offloading in Mobile Edge Computing Networks”, IEEE ICPADS, 2021. (CCF-C)
[29] Fanfan Wu, Xiuhua Li*, Hui Li, Qilin Fan, Linquan Zhu, Xiaofei Wang, and Victor C. M. Leung, “Energy-Time Efficient Task Offloading for Mobile Edge Computing in Hot-Spot Scenarios”, IEEE ICC, 2021. (CCF-C)
[28] Tianfu Wang, Qilin Fan, Xiuhua Li, Qingyu Xiong, Shu Fu, Min Gao, and Xu Zhang, “DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning”, IEEE ICC, 2021. (CCF-C)
[27] 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”, IEEE GLOBECOM, 2020. (CCF-C)
[26] Pan Pan, Qilin Fan, Sen Wang, Xiuhua Li, Jian Li, and Wenxiang Shi, “GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly”, IEEE GLOBECOM, 2020. (CCF-C)
[25] Xiongwei Wu, Xiuhua Li, Jun Li, P.C. Ching, and H. Vincent Poor, “Deep Reinforcement Learning for IoT Networks: Age of Information and Energy Cost Tradeoff”, IEEE GLOBECOM, 2020. (CCF-C)
[24] Shitong Cheng, Zhenghui Xu, Xiuhua Li*, Xiongwei Wu, Qilin Fan, Xiaofei Wang, and Victor C.M. Leung, “Task Offloading for Automatic Speech Recognition in Edge-Cloud Computing Based Mobile Networks”, IEEE ISCC, 2020. (CCF-C)
[23] Zhao Ming, Chuan Sun, Xiuhua Li*, Qilin Fan, Xiaofei Wang, and Victor C.M. Leung, “Ensemble Learning Based Sleeping Cell Detection in Cloud Radio Access Networks”, IEEE ISCC, 2020. (CCF-C)
[22] 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”, IEEE WCNC, 2020. (CCF-C)
[21] Ruibin Li, Yiwei Zhao, Chenyang Wang, Xiaofei Wang, Victor C.M. Leung, Xiuhua Li, and Tarik Taleb, "Edge Caching Replacement Optimization for D2D Wireless Networks via Weighted Distributed DQN", IEEE WCNC, 2020. (CCF-C)
[20] Xiuhua Li*, Xiaofei Wang, Zhengguo Sheng, Chunqiang Hu, and Victor C.M. Leung, “Popularity-Prediction-Driven Hierachical Caching in Fog-Cloud based Radio Access Networks”, ACM TUR-C, 2019.
[19] Xiongwei Wu, Qiang Li,Xiuhua Li*#, Victor C.M. Leung, and P.C. Ching, “Joint Long-Term Cache Allocation and Short-Term Content Delivery in Green Cloud Small Cell Networks”, IEEE ICC, 2019. (CCF-C)
[18] Xiongwei Wu,Xiuhua Li*#, Qiang Li, Victor C.M. Leung, and P.C. Ching, “Latency Driven Fronthaul Bandwidth Allocation and Cooperative Beamforming For Cache-enabled Cloud-based Small Cell Networks”, IEEE ICASSP, 2019. (CCF-B)
[17] Xuan Luo, Wei Cai, Zehua Wang,Xiuhua Li, and Victor C.M. Leung, “A Payment Channel Based Hybrid Decentralized Ethereum Token Exchange”, IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 2019.
[16] Ding Li, Yiwen Han, Chenyang Wang, Gaotao Shi, Xiaofei Wang,Xiuhua Li, and Victor C.M. Leung, “Deep Reinforcement Learning for Cooperative Edge Caching in Future Mobile Networks”, IEEE WCNC, 2019. (CCF-C)
[15] Chenyang Wang, Shanjia Wang, Ding Li, Xiaofei Wang,Xiuhua Li, and Victor C.M. Leung, “Q-Learning based Edge Caching Optimization for D2D Enabled Hierarchical Wireless Networks”, IEEE MASS, 2018. (CCF-C)
[14] Xiuhua Li, Xiaofei Wang, Keqiu Li, and Victor C.M. Leung, “Collaborative Hierarchical Caching for Traffic Offloading in Heterogeneous Networks”, IEEE ICC, May 2017. (CCF-C)
[13] Xiuhua Li, Xiaofei Wang, Keqiu Li, Hongjun Chi, and Victor C.M. Leung, “Resource Allocation for Content Delivery in Cache-enabled OFDMA Small Cell Networks”, IEEE VTC-Fall, 2017.
[12] Xiuhua Li, Peiran Wu, Xiaofei Wang, Keqiu Li, Zhu Han, and Victor C.M. Leung, “Collaborative Hierarchical Caching in Cloud Radio Access Networks”, IEEE INFOCOM Workshop, 2017.
[11] Xiuhua Li, Xiaofei Wang, and Victor C.M. Leung, “Weighted Network Traffic Offloading in Cache-enabled Heterogeneous Networks”, IEEE ICC, 2016. (CCF-C)
[10] Xiuhua Li and Victor C.M. Leung, “Optimizing Power Allocation in Wireless Networks: Are the Implicit Constraints Really Redundant?”, AdhocNets, 2016.
[9] Xin Ge,Xiuhua Li*#, Hu Jin, Julian Cheng, and Victor C.M. Leung, “Joint User Association and Scheduling for Load Balancing in Heterogeneous Networks”, IEEE Globecom, 2016. (CCF-C)
[8] Xiaofei Wang,Xiuhua Li*#, and Victor C.M. Leung, “TASA: traffic offloading by tag-assisted social-aware opportunistic sharing in mobile social networks”, IEEE LANMAN, 2015. (CCF-C)
[7] Xin Ge, Hu Jin,Xiuhua Li*#, and Victor C.M. Leung, “Opportunistic Fair Resource Sharing with Secrecy Considerations in Uplink Wiretap Channels”, IEEE WCNC, 2015. (CCF-C)
[6] Chunsheng Zhu,Xiuhua Li*#, Victor C.M. Leung, and Laurence T. Yang, “Job Scheduling for Cloud Computing Integrated with Wireless Sensor Network”, IEEE CloudCom, 2015.
[5] Chunsheng Zhu, Victor C.M. Leung, Laurence T. Yang, Lei Shu, Joel J.P.C. Rodrigues, and Xiuhua Li, “Trust Assistance in Sensor-Cloud”, IEEE INFOCOM Workshop, 2015.
[4] Xiuhua Li, Xiaofei Wang, Shijie Xiao, and Victor C.M. Leung, “Delay Performance Analysis of Cooperative Cell Caching in Future Mobile Networks”, IEEE ICC, 2015. (CCF-C)
[3] Xiuhua Li, Xiaofei Wang, Chunsheng Zhu, Wei Cai, and Victor C.M. Leung, “Caching-as-a-Service: Virtual Caching Framework in the Cloud-based Mobile Networks”, IEEE INFOCOM Workshop, 2015.
[2] Xiuhua Li, Xin Ge, Feng Li, and Victor C.M. Leung, “Max-Min Fair Resource Allocation for Min-Rate Guaranteed Services in Distributed Antenna Systems”, IEEE VTC-Fall, 2014.
[1] Xiaofei Wang,Xiuhua Li*#, Victor C.M. Leung, and Panos Nasiopoulos, “A Framework of Cooperative Cell Caching for the Future Mobile Networks”, HICSS, 2014. (CCF-C)