Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization. - Yujia Liu 005; Chenxi Yang 004; Dingquan Li; Jianhao Ding; Tingting Jiang 001 (CVPR, 2024)

Causal-IQA: Towards the Generalization of Image Quality Assessment Based on Causal Inference. - Yan Zhong; Xingyu Wu; Li Zhang; Chenxi Yang 004; Tingting Jiang 001 (ICML, 2024)

Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives. - Chenxi Yang 004; Yujia Liu 005; Dingquan Li; Yan Zhong; Tingting Jiang 001 (CoRR, 2024)

Exploring Vulnerabilities of No-Reference Image Quality Assessment Models: A Query-Based Black-Box Method. - Chenxi Yang 004; Yujia Liu 005; Dingquan Li; Tingting Jiang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Semi-Supervised Blind Quality Assessment with Confidence-quantifiable Pseudo-label Learning for Authentic Images. - Yan Zhong; Chenxi Yang 004; Suyuan Zhao; Tingting Jiang 001 (ICML, 2025)

A Norm Regularization Training Strategy for Robust Image Quality Assessment Models. - Yujia Liu 005; Chenxi Yang 004; Dingquan Li; Tingting Jiang 001; Tiejun Huang 001 (Int. J. Comput. Vis., 2025)

Enhancing NR-IQA Model Robustness Through Simple Image Compression Techniques. - Yujia Liu 005; Chenxi Yang 004; Zhaofei Yu; Tie-Jun Huang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)