Guangyi Chen Ph.D. Candidate at Tsinghua University Office: Room 624, Main Building Email: chen-gy16@mails.tsinghua.edu.cn

Short Bio

• I am a fourth year Ph.D. candidate in the Department of Automation at Tsinghua University, advised by Prof. Jie Zhou and Prof. Jiwen Lu.
• My research is on computer vision and machine learning, particularly attention learning, person re-identification, and causal inference.

Updates

• [2020/7/3] 2 papers on person re-identification are accepted by ECCV'2020!
• [2020/6/19] Our team pangpang (I and Rongming) won the 2nd place in Semi-Supervised Recognition Challenge at FGVC7 (CVPR 2020)!
• [2020/5/14] 1 paper is accepted by TIP!
• [2019/7/23] 2 papers are accepted by ICCV'2019!
• [2019/3/27] 1 paper is accepted by TIP!

Selected Publications

	Guangyi Chen, Yongming Rao, Jiwen Lu and Jie Zhou Temporal Coherence or Temporal Motion: Which is More Critical for Video-based Person Re-identification? Proceedings of the European Conference on Computer Vision (ECCV), 2020, accepted. [PDF]
	Guangyi Chen, Yuhao Lu, Jiwen Lu and Jie Zhou Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification Proceedings of the European Conference on Computer Vision (ECCV), 2020, accepted. [PDF]
	Guangyi Chen, Tianren Zhang, Jiwen Lu and Jie Zhou Deep Meta Metric Learning IEEE International Conference on Computer Vision (ICCV), 2019, accepted. [PDF][Code]
	Guangyi Chen, Chunze Lin, Liangliang Ren, Jiwen Lu and Jie Zhou Self-Critical Attention Learning for Person Re-Identification IEEE International Conference on Computer Vision (ICCV), 2019, accepted. [PDF]
	Guangyi Chen, Jiwen Lu, Ming Yang, and Jie Zhou Learning Recurrent 3D Attention for Video-Based Person Re-identification IEEE Transactions on Image Processing (TIP), 2020, accepted. [PDF]
	Guangyi Chen, Jiwen Lu, Ming Yang, and Jie Zhou Spatial-Temporal Attention-aware Learning for Video-based Person Re-identification IEEE Transactions on Image Processing (TIP), 2019, accepted. [PDF]
	Guangyi Chen, Jiwen Lu, Jianjiang Feng, and Jie Zhou Localized multi-kernel discriminative canonical correlation analysis for video-based person re-identification IEEE International Conference on Image Processing (ICIP), 2017, accepted. [PDF]

Professional Activities

• Reviewer, for CVPR, ICME, NeurIPS and so on.
• Reviewer, for TIP, TMM, TCSVT and so on.
• Co-Organizer, for the ICME 2019 workshop: The Third Workshop on Human Identification in Multimedia (HIM'19).