DP2-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization. - Zhenxiao Zhang; Yuanxiong Guo; Yanmin Gong 001 (CoRR, 2024)

FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices. - Zhidong Gao; Yu Zhang 047; Zhenxiao Zhang; Yanmin Gong 001; Yuanxiong Guo (CoRR, 2024)

Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning. - Zhidong Gao; Zhenxiao Zhang; Yu Zhang 047; Tongnian Wang; Yanmin Gong 001; Yuanxiong Guo (CoRR, 2024)

Communication and Energy Efficient Wireless Federated Learning With Intrinsic Privacy. - Zhenxiao Zhang; Yuanxiong Guo; Yuguang Fang; Yanmin Gong 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Scalable and Low-Latency Federated Learning With Cooperative Mobile Edge Networking. - Zhenxiao Zhang; Zhidong Gao; Yuanxiong Guo; Yanmin Gong 001 (IEEE Trans. Mob. Comput., 2024)

Federated Adaptive Fine-Tuning of Large Language Models with Heterogeneous Quantization and LoRA. - Zhidong Gao; Zhenxiao Zhang; Yuanxiong Guo; Yanmin Gong 001 (INFOCOM, 2025)

Heterogeneity-Aware Cooperative Federated Edge Learning With Adaptive Computation and Communication Compression. - Zhenxiao Zhang; Zhidong Gao; Yuanxiong Guo; Yanmin Gong 001 (IEEE Trans. Mob. Comput., 2025)