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Qin, Zining; Wang, Chenhao; Guo, Jianxiong; Qin, Huiling; Shen, Ping; Jia, Weijia| BLADE: Brainstorming LLMs as algorithm designer through evolution for online subset selection, KNOWLEDGE-BASED SYSTEMS, 2026, 343
Zhang, Yinghao;Xiao, Xuanzhe;Guo, Jianxiong;Tang, Zhiqing;Ni, Qiufen;Wu, Weili| POSFed: Tackling Non-IID Challenges in One-Shot Federated Learning via Personalization, Proceedings - IEEE International Conference on Data Mining, ICDM, 2025
Liang, Yuzhu;Xu, Changfu;Mei, Yaxin;Zou, Haodong;Guo, Jianxiong;Fan, Xinggang;Wang, Tian;Huang, Haiyang| A Comprehensive Survey on Large Language Model Compression for Artificial Intelligence Applications in Edge Systems, IEEE Internet of Things Journal, 2026, 13 (10) :20583-2059
Huang, Haiyang;Guo, Jianxiong;Meng, Tianhui;Yang, Wenmian;Wang, Tian;Jia, Weijia| GMDRA: Optimizing Edge-Cloud LLM Security and Efficiency via Game-Theoretic Detection Resource Allocation, IEEE Transactions on Mobile Computing, 2026
Ni, Qiufen;Jin, Lu;Wang, Chenhao;Guo, Jianxiong;Wu, Weili| Nash Bargaining and Coalition-Based Incentives for Federated Learning in Internet of Vehicles, IEEE Transactions on Sustainable Computing, 2026
Chen, Dongping; Ding, Xingjian; Chen, Tiantian; Guo, Jianxiong; Wang, Tian; Jia, Weijia| Microservice Scheduling With Spatiotemporal Learning in Dynamic and GPU-CPU Heterogeneous Edge Environment, IEEE TRANSACTIONS ON SERVICES COMPUTING, 2026, 19 (2) :1392-1405
Lu, Jingxi; Li, Wenhao; Guo, Jianxiong; Ding, Xingjian; Tang, Zhiqing; Wang, Tian; Jia, Weijia| Hybrid Learning for Cold-Start-Aware Microservice Scheduling in Dynamic Edge Environments, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2026, 25 (5) :7338-7353
Wang, Jiajun; Guo, Jianxiong; Wang, Juncheng; Ding, Xingjian; Li, Deying; Wu, Weili| Learning to Incentivize: Convergence-Guaranteed Federated Learning via Client Quality Discovery, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2026, 25 (5) :6767-6783
Zou, Haodong; Guo, Jianxiong; Li, Yupeng; Fan, Wentao; Su, Weifeng; Xu, Changfu; Liang, Yuzhu; Wang, Tian; Cao, Jiannong| Logical Correction Enabled Collaborative Person Detection Inference in Edge Networks, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2026, 25 (4) :4747-4761
Xu, Changfu; Guo, Jianxiong; Zeng, Jiandian; Qiu, Houming; Wang, Tian; Chu, Xiaowen; Cao, Jiannong| Enhancing AIGC Service Efficiency With Adaptive Multi-Edge Collaboration in a Distributed System, IEEE TRANSACTIONS ON SERVICES COMPUTING, 2026, 19 (1) :323-336

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