A Comparative Study of Image Restoration Networks for General Backbone Network Design. - Xiangyu Chen 006; Zheyuan Li; Yuandong Pu; Yihao Liu 001; Jiantao Zhou 001; Yu Qiao 001; Chao Dong 005 (ECCV (71), 2024)

Learning A Low-Level Vision Generalist via Visual Task Prompt. - Xiangyu Chen 006; Yihao Liu 001; Yuandong Pu; Wenlong Zhang; Jiantao Zhou 001; Yu Qiao 001; Chao Dong 005 (ACM Multimedia, 2024)

Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision. - Yuandong Pu; Le Zhuo; Kaiwen Zhu; Liangbin Xie; Wenlong Zhang; Xiangyu Chen 006; Peng Gao 007; Yu Qiao 001; Chao Dong 005; Yihao Liu 001 (CoRR, 2025)

ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding. - Shuo Cao; Nan Ma; Jiayang Li; Xiaohui Li; Lihao Shao; Kaiwen Zhu; Yu Zhou; Yuandong Pu; Jiarui Wu; Jiaquan Wang; Bo Qu; Wenhai Wang; et al. (CoRR, 2025)

Exploring Scalable Unified Modeling for General Low-Level Vision. - Xiangyu Chen 006; Kaiwen Zhu; Yuandong Pu; Shuo Cao; Xiaohui Li; Wenlong Zhang; Yihao Liu 001; Yu Qiao 001; Jiantao Zhou 001; Chao Dong 005 (CoRR, 2025)