WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy Heterogeneity. - Mengsha Kou; Xiaoyu Xia 001; Ziqi Wang 008; Ibrahim Khalil 001; Runkun Luo; Jingwen Zhou; Minhui Xue 001 (CoRR, 2026)