Group Sampling for Unsupervised Person Re-identification. - Xumeng Han; Xuehui Yu; Nan Jiang; Guorong Li; Jian Zhao 006; Qixiang Ye; Zhenjun Han (CoRR, 2021)

Point-to-Box Network for Accurate Object Detection via Single Point Supervision. - Pengfei Chen 004; Xuehui Yu; Xumeng Han; Najmul Hassan; Kai Wang 058; Jiachen Li 003; Jian Zhao 006; Humphrey Shi; Zhenjun Han; Qixiang Ye (ECCV (9), 2022)

P2RBox: A Single Point is All You Need for Oriented Object Detection. - Guangming Cao; Xuehui Yu; Wenwen Yu; Xumeng Han; Xue Yang 005; Guorong Li; Jianbin Jiao; Zhenjun Han (CoRR, 2023)

Boosting Segment Anything Model Towards Open-Vocabulary Learning. - Xumeng Han; Longhui Wei; Xuehui Yu; Zhiyang Dou; Xin He; Kuiran Wang; Zhenjun Han; Qi Tian 001 (CoRR, 2023)

Rethinking Sampling Strategies for Unsupervised Person Re-Identification. - Xumeng Han; Xuehui Yu; Guorong Li; Jian Zhao 006; Gang Pan 002; Qixiang Ye; Jianbin Jiao; Zhenjun Han (IEEE Trans. Image Process., 2023)

P2Seg: Pointly-supervised Segmentation via Mutual Distillation. - Zipeng Wang; Xuehui Yu; Xumeng Han; Wenwen Yu; Zhixun Huang; Jianbin Jiao; Zhenjun Han (ICLR, 2024)

ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts. - Xumeng Han; Longhui Wei; Zhiyang Dou; Zipeng Wang; Chenhui Qiang; Xin He; Yingfei Sun; Zhenjun Han; Qi Tian 001 (CoRR, 2024)

GaGA: Towards Interactive Global Geolocation Assistant. - Zhiyang Dou; Zipeng Wang; Xumeng Han; Chenhui Qiang; Kuiran Wang; Guorong Li; Zhibei Huang; Zhenjun Han (CoRR, 2024)

CPR++: Object Localization via Single Coarse Point Supervision. - Xuehui Yu; Pengfei Chen 004; Kuiran Wang; Xumeng Han; Guorong Li; Zhenjun Han; Qixiang Ye; Jianbin Jiao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Boosting Segment Anything Model Towards Open-Vocabulary Learning. - Xumeng Han; Longhui Wei; Xuehui Yu; Zhiyang Dou; Xin He; Kuiran Wang; Yingfei Sun; Zhenjun Han; Qi Tian 001 (AAAI, 2025)

Mixpert: Mitigating Multimodal Learning Conflicts with Efficient Mixture-of-Vision-Experts. - Xin He; Xumeng Han; Longhui Wei; Lingxi Xie; Qi Tian 001 (CoRR, 2025)

AD^2-Bench: A Hierarchical CoT Benchmark for MLLM in Autonomous Driving under Adverse Conditions. - Zhaoyang Wei; Chenhui Qiang; Bo Jiang 002; Xumeng Han; Xuehui Yu; Zhenjun Han (CoRR, 2025)

P2Object: Single Point Supervised Object Detection and Instance Segmentation. - Pengfei Chen 004; Xuehui Yu; Xumeng Han; Kuiran Wang; Guorong Li; Lingxi Xie; Zhenjun Han; Jianbin Jiao (Int. J. Comput. Vis., 2025)