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Department of Information Science, School of Mathematics and Statistics, Xi'an Jiaotong University, P.R.China. Email: xianggu@stu.xjtu.edu.cn [Google page] [GitHub] |
Biography
I'm a fourth year PhD student of Department of Information Science, School of Mathematics and Statistics, Xi'an Jiaotong University, supervised by
Prof. Zongben Xu and co-supervised by
Prof. Jian Sun.
I got my B.S. degree in School of Mathematics in June 2017 from School of Mathematics, Southeast University.
Research Interests
My research interests include optimal transport, domain adaptation/generalization and their applications in computer vision.
Publication
- Liwei Yang, Xiang Gu (Co-first Author), and Jian Sun*. Generalized Semantic Segmentation by Self-supervised Source Domain Projection and Multi-level Contrastive Learning. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI, Oral), 2023. [PDF]
- Yucheng Yang, Xiang Gu (Co-first Author), and Jian Sun*. Prototypical Partial Optimal Transport for Universal Domain Adaptation. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023. [PDF]
- Xin Wei, Xiang Gu, and Jian Sun*. Learning Generalizable Part-based Feature Representation for 3D Point Clouds. Conference on Neural Information Processing Systems (NeurIPS), 2022. [PDF]
- Xiang Gu, Yucheng Yang, Wei Zeng, Jian Sun*, and Zongben Xu. Keypoint-Guided Optimal Transport with Application in Heterogeneous Domain Adaptation. Conference on Neural Information Processing Systems (NeurIPS), 2022. [PDF] [Poster] [Code]
- Xiang Gu, Jian Sun* and Zongben Xu. Unsupervised and Semi-supervised Robust Spherical Space Domain Adaptation. IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2022. [PDF] [Appendix] [Code]
- Xiang Gu, Xi Yu, Yan Yang, Jian Sun* and Zongben Xu. Adversarial Reweighting for Partial Domain Adaptation. Conference on Neural Information Processing Systems (NeurIPS), 2021. [PDF] [Slides] [Code]
- Xiang Gu, Jian Sun* and Zongben Xu. Spherical Space Domain Adaptation with Robust Pseudo-label Loss. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020. [PDF] [Supp.] [Code]
Academic Service
Reviewer for: PR, TPAMI; CVPR 2023
Correspondence
Email:
xianggu@stu.xjtu.edu.cn
Office:
No.718, Fifth North Building, Xingqing Campus of Xi'an Jiaotong University
Address:
No.28, Xianning West Road, Xi'an, Shaanxi, 710049, P. R. China.
(西安市咸宁西路28号, 710049)