FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors. - Changlong Shi; He Zhao 001; Bingjie Zhang 009; Mingyuan Zhou; Dandan Guo; Yi Chang 001 (CVPR, 2025)

FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking. - Changlong Shi; Jinmeng Li; He Zhao 001; Dandan Guo; Yi Chang 001 (ICLR, 2025)

Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data. - Bingjie Zhang 009; Hongkang Li; Changlong Shi; Guowei Rong; He Zhao 001; Dongsheng Wang 003; Dandan Guo; Meng Wang (CoRR, 2025)