En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning. - Xia Kong; Zuodong Gao; Xiaofan Li 008; Ming Hong; Jun Liu 071; Chengjie Wang; Yuan Xie 006; Yanyun Qu (CVPR, 2022)

VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning. - Xiaofan Li 008; Yachao Zhang 001; Shiran Bian; Yanyun Qu; Yuan Xie 006; Zhongchao Shi; Jianping Fan 007 (IJCAI, 2023)

PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection. - Xiaofan Li 008; Zhizhong Zhang 001; Xin Tan 002; Chengwei Chen; Yanyun Qu; Yuan Xie 006; Lizhuang Ma (CVPR, 2024)

One-Stage Training Generative Paradigm for Generalized Zero-Shot Learning. - Shiran Bian; Xiaofan Li 008; Yachao Zhang 001; Jiayong Zhong; Yanyun Qu (ICASSP, 2024)

One-for-More: Continual Diffusion Model for Anomaly Detection. - Xiaofan Li 008; Xin Tan 002; Zhuo Chen; Zhizhong Zhang 001; Ruixin Zhang; Rizen Guo; Guannan Jiang; Yulong Chen; Yanyun Qu; Lizhuang Ma; Yuan Xie 006 (CVPR, 2025)