| 2025 | CW | Medical Open Set Recognition via Intra-Class Clustering. | Hanqiu Deng, Shihao Zou, Xiangyun Liao, Weixin Si |
| 2025 | ICLR | MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection. | Xi Jiang, Jian Li, Hanqiu Deng, Yong Liu, Bin-Bin Gao, Yifeng Zhou, Jialin Li, Chengjie Wang, Feng Zheng |
| 2024 | CVPR | BMAD: Benchmarks for Medical Anomaly Detection. | Jinan Bao, Hanshi Sun, Hanqiu Deng, Yinsheng He, Zhaoxiang Zhang, Xingyu Li |
| 2023 | CVPR | Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners. | Renrui Zhang, Xiangfei Hu, Bohao Li, Siyuan Huang, Hanqiu Deng, Yu Qiao, Peng Gao, Hongsheng Li |
| 2023 | MICCAI | Unsupervised Liver Tumor Segmentation with Pseudo Anomaly Synthesis. | Zhaoxiang Zhang, Hanqiu Deng, Xingyu Li |
| 2023 | WACV | Bi-directional Frame Interpolation for Unsupervised Video Anomaly Detection. | Hanqiu Deng, Zhaoxiang Zhang, Shihao Zou, Xingyu Li |
| 2022 | CVPR | Anomaly Detection via Reverse Distillation from One-Class Embedding. | Hanqiu Deng, Xingyu Li |