Dr. Yichao Yan
Email: yanyichao91(at)gmail.com, yanyichao(at)sjtu.edu.cn
Looking for self-motivated students working with me in computer vision. For prospective students, please send your resume and transcript to my email.
05/2021 I join the AI Institute of Shanghai Jiao Tong University as an assistant professor.
Since May. 2021, I am a tenure-track assistant professor at Shanghai Jiao Tong University. I received my PhD degree from Shanghai Jiao Tong University in 2019, supervised by Professor Xiaokang Yang and Professor Bingbing Ni. I received B. E. from Shanghai Jiao Tong University in 2013. I was a research scientist at the Inception Institute of Artificial Intelligence (IIAI) from June 2019 to April 2021.
I am interested in computer vision and machine learning problems. Typically, I am working on (1) Person Re-identification; (2) Image/video generation (3) Activity prediction; and (4) Face recognition.
Anchor-Free Person Search
Yichao Yan*, Jinpeng Li*, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021
Learning Multi-Attention Context Graph for Group-Based Re-Identification
Yichao Yan*, Jie Qin*, Bingbing Ni, Jiaxin Chen, Li Liu, Fan Zhu, Wei-Shi Zheng, Xiaokang Yang, Ling Shao
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) 2020.
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification
Yichao Yan*, Jie Qin*, Jiaxin Chen, Li Liu, Fan Zhu, Ying Tai, Ling Shao
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Learning Context Graph for Person Search
Yichao Yan*, Qiang Zhang*, Bingbing Ni, Minghao Xu, and Xiaokang Yang,
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019, Oral
Fine-grained Video Captioning via Graph-based Multi-granularity Interaction Learning
Yichao Yan*, Ning Zhuang*, Bingbing Ni*, Jian Zhang, Minghao Xu, Qiang Zhang, Zheng Zhang, Shuo Cheng, Qi Tian, Xiaokang Yang, Wenjun Zhang
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI) 2019
[paper]
Person Re-Identification via Recurrent Feature Aggregation
Yichao Yan, Bingbing Ni, Zhichao Song, Chao Ma, Yan Yan and Xiaokang Yang
European Conference on Computer Vision (ECCV), 2016
[paper][code][data&model]
Cross-modality motion parameterization for fine-grained video prediction
Yichao Yan, Bingbing Ni, Wendong Zhang, Jun Tang, Xiaokang Yang
Computer Vision and Image Understanding (CVIU) 2019
[paper]
Structure-Constrained Motion Sequence Generation
Yichao Yan, Bingbing Ni, Wendong Zhang, Jingwei Xu, Xiaokang Yang
IEEE Transactions on Multimedia (TMM) 2018
[paper]
Pose transferrable person re-identification
Jinxian Liu*, Bingbing Ni*, Yichao Yan*, Peng Zhou, Shuo Cheng, Jianguo Hu
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018
[paper]
Multi-level attention model for person re-identification
Yichao Yan, Bingbing Ni, Jinxian Liu, Xiaokang Yang
Pattern Recognition Letters (PRL)2018
[paper]
Video summarization via semantic attended networks
Huawei Wei, Bingbing Ni, Yichao Yan, Huanyu Yu, Xiaokang Yang, Chen Yao
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) 2018
[paper]
Skeleton-aided articulated motion generation
Yichao Yan, Jingwei Xu, Bingbing Ni, Wendong Zhang and Xiaokang Yang
Proceedings of the 25th ACM international conference on Multimedia (ACM MM) 2017
[paper]
Fine-grained recognition via attribute-guided attentive feature aggregation
Yichao Yan, Bingbing Ni and Xiaokang Yang
Proceedings of the 25th ACM international conference on Multimedia (ACM MM) 2017
[paper]
Deep Cross-Modality Alignment for Multi-Shot Person Re-IDentification
Zhichao Song, Bingbing Ni, Yichao Yan, Zhe Ren, Yi Xu, Xiaokang Yang
Proceedings of the 25th ACM international conference on Multimedia (ACM MM) 2017
[paper]
Predicting Human Interaction via Relative Attention Model
Yichao Yan, Bingbing Ni and Xiaokang Yang
International Joint Conference on Artificial Intelligence (IJCAI), 2017
[paper]
Image Matching via Loopy RNN
Donghao Luo, Bingbing Ni, Yichao Yan and Xiaokang Yang
International Joint Conference on Artificial Intelligence (IJCAI), 2017
[paper]