Confidence-Calibrated Face Image Forgery Detection with Contrastive Representation Distillation. - Puning Yang; Huaibo Huang; Zhiyong Wang 001; Aijing Yu; Ran He 001 (ACCV (4), 2022)

AUTO: Adaptive Outlier Optimization for Online Test-Time OOD Detection. - Puning Yang; Jian Liang 001; Jie Cao 002; Ran He 001 (CoRR, 2023)

Unlearning with Control: Assessing Real-world Utility for Large Language Model Unlearning. - Qizhou Wang; Bo Han 003; Puning Yang; Jianing Zhu; Tongliang Liu; Masashi Sugiyama (CoRR, 2024)

Towards Effective Evaluations and Comparisons for LLM Unlearning Methods. - Qizhou Wang; Bo Han 003; Puning Yang; Jianing Zhu; Tongliang Liu; Masashi Sugiyama (ICLR, 2025)

Deep learning technology for face forgery detection: A survey. - Lixia Ma; Puning Yang; Yuting Xu; Ziming Yang; Peipei Li; Huaibo Huang (Neurocomputing, 2025)

Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning. - Puning Yang; Qizhou Wang; Zhuo Huang; Tongliang Liu; Chengqi Zhang; Bo Han 003 (CoRR, 2025)