Xinyi Xu
Short Biography
I am a Ph.D. candidate in School of Electronic Engineering at Xidian University. My advisor is Dr. Cheng Deng.
I am currently a visiting scholar at DIVE Lab with Dr. Shuiwang Ji, Texas A&M University.
Research Interests
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Deep metric learning
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Computer vision
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Deep learning
Education
Publications
Preprint
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Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping
[Paper]
Conference Papers
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Xinyi Xu, Huanhuan Cao, Yanhua Yang, Erkun Yang, Cheng Deng
Zero-shot Metric Learning
Proceedings of the 28th International Joint Conference on Artificial Intelligence
(IJCAI), 3996-4002, 2019
[Paper]
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Xinyi Xu, Yanhua Yang, Cheng Deng, Feng Zheng
Deep Asymmetric Metric Learning via Rich Relationship Mining
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
(CVPR), 4076-4085, 2019
[Paper]
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Pu Chen, Xinyi Xu, Cheng Deng
Deep View-Aware Metric Learning for Person Re-Identification
Proceedings of the 27th International Joint Conference on Artificial Intelligence
(IJCAI), 620-626, 2018
[Paper]
Journal Article(s)
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Xinyi Xu, Cheng Deng, Feiping Nie
Adaptive Graph Weighting for Multi-view Dimensionality Reduction
Signal Processing (SP), 165: 186-196, 2019
[Paper]
Services
Program Committee Member|Reviewer
- International Joint Conference on Artificial Intelligence (IJCAI), 2020
- Association for the Advancement of Artificial Intelligence (AAAI), 2021