Xuming He

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Associate Professor

School of Information Science and Technology (SIST)
ShanghaiTech University


Room 1A-221, SIST Building
393 Middle Huaxia Road
Pudong, Shanghai, 201210, China


Phone: +86 21 20685378
Email: hexm at shanghaitech dot edu dot cn


  • [08/2023] One paper on interactive segmentation accepted in BMVC 2023.

  • [08/2023] One paper on long-tailed NCD accepted in TMLR.

  • [07/2023] One paper on 3D object detection accepted in ACM MM 2023.

  • [07/2023] Two papers on relational reasoning/novel class discovery accepted in ICCV 2023.

  • [06/2023] Congratulations to Qian He for successfully completing her Phd Degree.

  • [06/2023] Congratulations to Chuanyang Hu for successfully completing Master's Degree.

  • [04/2023] One paper accepted in IJCAI 2023.

  • [03/2023] One paper accepted in CVPR 2023.

  • [01/2023] Two papers accepted in ICLR 2023.

Research Interest

  • Weakly-supervised/Few-shot learning

  • Continual learning/Knowledge discovery

  • Semantic segmentation and Scene parsing

  • Vision and language representations

  • Interpretable machine learning and reasoning

Prospective students

  • Prospective graduate students: please check admission website. 学科方向: 计算机科学与技术.

  • We also have multiple research projects (minimal 6 months) for undergrad students in SIST.

Selected Recent Publications

  • Yu Wu, Yana Wei, Haozhe Wang, Yongfei Liu, Sibei Yang, Xuming He. Grounded Image Text Matching with Mismatched Relation Reasoning, International Conference on Computer Vision (ICCV), 2023

  • Shan Ning*, Longtian Qiu*, Yongfei Liu, Xuming He. HOICLIP: Efficient Knowledge Transfer for HOI Detection with Visual Linguistic Model, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

  • Zhitong Gao, Yucong Chen, Chuyu Zhang, Xuming He. Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts, International Conference on Learning Representation (ICLR), 2023

  • Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He. Generative Negative Text Replay for Continual Vision-Language Pretraining, European Conference of Computer Vision (ECCV), 2022

  • Jiangwei Xie, Shipeng Yan, Xuming He. General Incremental Learning with Domain-aware Categorical Representations, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

  • Rongjie Li, Songyang Zhang, Xuming He. SGTR: End-to-end Scene Graph Generation with Transformer, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

  • Shipeng Yan, Jiangwei Xie, Xuming He. DER: Dynamically Expandable Representation for Class Incremental Learning, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

  • Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He. Part-aware prototype Network for Few-shot Semantic Segmentation, European Conference of Computer Vision (ECCV), 2020

  • Haozhe Wang, Jiale Zhou, Xuming He. Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning, International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2020

  • Bo Wan*, Desen Zhou*, Yongfei Liu, Rongjie Li, Xuming He. Pose-aware Multi-level Feature Network for Human Object Interaction Detection, International Conference on Computer Vision (ICCV), 2019

  • Songyang Zhang, Shipeng Yan, Xuming He. LatentGNN: Learning Efficient Non-local Relations for Visual Recognition, International Conference on Machine Learning (ICML),2019