NTIRE 2022 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Radu Timofte; Yuan Gong 002; Shanshan Lao; Shuwei Shi; Jiahao Wang; Sidi Yang; Tianhe Wu; Weihao Xia 001; et al. (CVPR Workshops, 2022)

Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network. - Shanshan Lao; Yuan Gong 002; Shuwei Shi; Sidi Yang; Tianhe Wu; Jiahao Wang; Weihao Xia 001; Yujiu Yang (CVPR Workshops, 2022)

MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment. - Sidi Yang; Tianhe Wu; Shuwei Shi; Shanshan Lao; Yuan Gong 002; Mingdeng Cao; Jiahao Wang; Yujiu Yang (CVPR Workshops, 2022)

Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment. - Tianhe Wu; Shuwei Shi; Haoming Cai; Mingdeng Cao; Jing Xiao 006; Yinqiang Zheng; Yujiu Yang (NeurIPS, 2023)

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment. - Tianhe Wu; Kede Ma; Jie Liang 007; Yujiu Yang; Lei Zhang 006 (ECCV (74), 2024)

Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption. - Du Chen; Tianhe Wu; Kede Ma; Lei Zhang 006 (CVPR, 2025)

VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank. - Tianhe Wu; Jian Zou; Jie Liang 007; Lei Zhang 006; Kede Ma (CoRR, 2025)