Retrieve Anyone: A General-purpose Person Re-identification Task with Instructions. - Weizhen He; Shixiang Tang; Yiheng Deng; Qihao Chen; Qingsong Xie; Yizhou Wang 007; Lei Bai 001; Feng Zhu 006; Rui Zhao 001; Wanli Ouyang; Donglian Qi; Yunfeng Yan (CoRR, 2023)

Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions. - Weizhen He; Yiheng Deng; Shixiang Tang; Qihao Chen; Qingsong Xie; Yizhou Wang 007; Lei Bai 001; Feng Zhu 006; Rui Zhao 001; Wanli Ouyang; Donglian Qi; Yunfeng Yan (CVPR, 2024)

Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification. - Weizhen He; Yiheng Deng; Yunfeng Yan; Feng Zhu 006; Yizhou Wang 007; Lei Bai 001; Qingsong Xie; Donglian Qi; Wanli Ouyang; Shixiang Tang (CoRR, 2024)

MDRN: Multi-domain representation network for unsupervised domain generalization. - Yangyang Zhong; Yunfeng Yan; Pengxin Luo; Weizhen He; Yiheng Deng; Donglian Qi (IET Image Process., 2025)

Adept: Annotation-denoising auxiliary tasks with discrete cosine transform map and keypoint for human-centric pretraining. - Weizhen He; Yunfeng Yan; Shixiang Tang; Yiheng Deng; Yangyang Zhong; Pengxin Luo; Donglian Qi (Neurocomputing, 2025)

Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-Identification. - Weizhen He; Yiheng Deng; Yunfeng Yan; Feng Zhu 006; Yizhou Wang 007; Lei Bai 001; Qingsong Xie; Rui Zhao 001; Donglian Qi; Wanli Ouyang; Shixiang Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)