Revisiting the Transferability of Supervised Pretraining: an MLP Perspective. - Yizhou Wang 007; Shixiang Tang; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Donglian Qi; Wanli Ouyang (CVPR, 2022)

Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains. - Haiyang Yang; Shixiang Tang; Meilin Chen; Yizhou Wang 007; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Wanli Ouyang (ECCV (31), 2022)

Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning. - Yizhou Wang 007; Meilin Chen; Shixiang Tang; Feng Zhu 006; Haiyang Yang; Lei Bai 001; Rui Zhao 001; Yunfeng Yan; Donglian Qi; Wanli Ouyang (NeurIPS, 2022)

UniHCP: A Unified Model for Human-Centric Perceptions. - Yuanzheng Ci; Yizhou Wang 007; Meilin Chen; Shixiang Tang; Lei Bai 001; Feng Zhu 006; Rui Zhao 001; Fengwei Yu; Donglian Qi; Wanli Ouyang (CVPR, 2023)

HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining. - Shixiang Tang; Cheng Chen; Qingsong Xie; Meilin Chen; Yizhou Wang 007; Yuanzheng Ci; Lei Bai 001; Feng Zhu 006; Haiyang Yang; Li Yi; Rui Zhao 001; Wanli Ouyang (CVPR, 2023)

Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization. - Haiyang Yang; Xiaotong Li; Shixiang Tang; Feng Zhu 006; Yizhou Wang 007; Meilin Chen; Lei Bai 001; Rui Zhao 001; Wanli Ouyang (ICLR, 2023)

Saliency Guided Contrastive Learning on Scene Images. - Meilin Chen; Yizhou Wang 007; Shixiang Tang; Feng Zhu 006; Haiyang Yang; Lei Bai 001; Rui Zhao 001; Donglian Qi; Wanli Ouyang (CoRR, 2023)

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)

DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM. - Yixuan Wu; Yizhou Wang 007; Shixiang Tang; Wenhao Wu; Tong He 001; Wanli Ouyang; Philip Torr 001; Jian Wu 001 (ECCV (32), 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)

Acquisition through My Eyes and Steps: A Joint Predictive Agent Model in Egocentric Worlds. - Lu Chen 001; Yizhou Wang 007; Shixiang Tang; Qianhong Ma; Tong He 001; Wanli Ouyang; Xiaowei Zhou 001; Hujun Bao; Sida Peng (CoRR, 2025)

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling. - Shixiang Tang; Yizhou Wang 007; Lu Chen 001; Yuan Wang; Sida Peng; Dan Xu 002; Wanli Ouyang (CoRR, 2025)

CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation. - Jianyu Wu; Yizhou Wang 007; Xiangyu Yue 001; Xinzhu Ma; Jingyang Guo; Dongzhan Zhou; Wanli Ouyang; Shixiang Tang (CoRR, 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)

Hulk: A Universal Knowledge Translator for Human-Centric Tasks. - Yizhou Wang 007; Yixuan Wu; Weizhen He; Xun Guo; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Jian Wu 001; Tong He 001; Wanli Ouyang; Shixiang Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)