Qiu, Zihuan

3 publications

ICLR 2026 Null-Space Filtering for Data-Free Continual Model Merging: Preserving Stability, Promoting Plasticity Zihuan Qiu, Lei Wang, Yang Cao, Runtong Zhang, Bing Su, Yi Xu, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

NeurIPS 2025 MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu, Yi Xu, Chiyuan He, Fanman Meng, Linfeng Xu, Qingbo Wu, Hongliang Li

CVPR 2024 Dual-Consistency Model Inversion for Non-Exemplar Class Incremental Learning Zihuan Qiu, Yi Xu, Fanman Meng, Hongliang Li, Linfeng Xu, Qingbo Wu