教师名录

个人简介
黄涛现为上海交通大学长聘教轨助理教授、博导,主要研究方向包括高效深度学习、多模态大模型、具身智能等,相关研究成果发表至TPAMI、NeurIPS、ICML、ICLR、CVPR、ECCV、AAAI等人工智能、计算机视觉期刊会议中。
教育背景
2022.07~2025.02,悉尼大学,计算机科学,博士
2016.09~2020.06,华中科技大学,计算机科学与技术,学士
工作履历
2025.03 至今,John Hopcroft计算机科学中心,长聘教轨助理教授
2020.07~2022.05,商汤科技,算法研究员
教授课程
2026春季学期,CS3317-B,人工智能
论文发表
以第一作者发表论文:
[1] Tao Huang, Shan You, Fei Wang, Chen Qian, Chang Xu. "DIST+: Knowledge Distillation From a Stronger Adaptive Teacher". IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 47, no. 7, pp. 5571-5585, July 2025, doi: 10.1109/TPAMI.2025.3554235. [TPAMI]
[2] Tao Huang, Yanxiang Ma, Shan You, Chang Xu. "Learning Mask Invariant Mutual Information for Masked Image Modeling". The Thirteenth International Conference on Learning Representations, 2025. [ICLR]
[3] Tao Huang, Xiaohuan Pei, Shan You, Fei Wang, Chen Qian, Chang Xu. "LocalMamba: Visual State Space Model with Windowed Selective Scan". In European Conference on Computer Vision, pp. 12-22. Springer, Cham, 2025. [ECCVW]
[4] Tao Huang, Jiaqi Liu, Shan You, Chang Xu. "Active Generation for Image Classification". In European Conference on Computer Vision, pp. 270-286. Cham: Springer Nature Switzerland, 2024. [ECCV]
[5] Tao Huang, Yuan Zhang, Mingkai Zheng, Shan You, Fei Wang, Chen Qian, and Chang Xu. "Knowledge diffusion for distillation". In Advances in Neural Information Processing Systems, volume 36, pages 65299–65316. Curran Associates, Inc., 2023. [NeurIPS]
[6] Tao Huang, Yuan Zhang, Shan You, Fei Wang, Chen Qian, Jian Cao, and Chang Xu. "Masked distillation with receptive tokens". In The Eleventh International Conference on Learning Representations, 2023. [ICLR]
[7] Tao Huang, Shan You, Fei Wang, Chen Qian, and Chang Xu. "Knowledge distillation from a stronger teacher". In Advances in Neural Information Processing Systems, volume 35, pages 33716–33727. Curran Associates, Inc., 2022. [NeurIPS]
[8] Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, and Chang Xu. "Greedynasv2: greedier search with a greedy path filter". In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 11902–11911, 2022. [CVPR]
[9] Tao Huang, Shan You, Bohan Zhang, Yuxuan Du, Fei Wang, Chen Qian, and Chang Xu. Dyrep: bootstrapping training with dynamic re-parameterization. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pages 588–597, 2022. [CVPR]
[10] Tao Huang, Zekang Li, Hua Lu, Yong Shan, Shusheng Yang, Yang Feng, Fei Wang, Shan You, Chang Xu. "Relational Surrogate Loss Learning". In The Sixteenth International Conference on Learning Representations, 2022. [ICLR]
[11] Xiaohuan Pei*, Tao Huang*, and Chang Xu. "Efficientvmamba: Atrous selective scan for light weight visual mamba." In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 39, no. 6, pp. 6443-6451. 2025. [AAAI]
[12] Xiu Su*, Tao Huang*, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu. "Prioritized architecture sampling with monto-carlo tree search".
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 10968-10977. 2021. [CVPR]
[13] Shan You*, Tao Huang*, Mingmin Yang*, Fei Wang, Chen Qian, Changshui Zhang. "Greedynas: Towards fast one-shot nas with greedy supernet." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 1999-2008. 2020. [CVPR]
完整论文列表:https://scholar.google.com/citations?user=jkcRdBgAAAAJ&hl=en
资助项目
国家自然科学基金青年科学基金项目(C类),“高效可控的视觉自回归生成方法研究”
上海市海外高层次人才计划
上海交通大学Explore X基金项目
学术服务
Area Chair: NeurIPS 2025, ICLR 2026,NeurIPS 2026
Reviewer of Conferences: NeurIPS, ICLR, ICML, CVPR, ICCV, ECCV, AAAI, ACM MM, etc.
Reviewer of Journals: TPAMI, IJCV, TNNLS, TIP, TMLR, etc.