SPINE Research Group memo
2026-06-06
Paper published at WWW 2026 on federated LoRA under privacy heterogeneity
Mengsha Kou's paper on WinFLoRA for client-adaptive aggregation in federated LoRA under privacy heterogeneity has been published at WWW 2026.
Mengsha Kou, Xiaoyu Xia, Ziqi Wang, Ibrahim Khalil, Ruikun Luo, Jingwen Zhou, and Minhui Xue’s paper WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy Heterogeneity has been published at WWW 2026.
The work appears in WWW 2026: 5241-5252, and studies incentives for client-adaptive aggregation in federated LoRA under privacy heterogeneity.
Congratulations to Mengsha Kou, Xiaoyu Xia, Ziqi Wang, Professor Ibrahim Khalil, Ruikun Luo, Jingwen Zhou, and Minhui Xue.