Guoqiang Wei (魏国强)

Ph.D. candidate

I am currently a fourth-year Ph.D. candidate at University of Science and Technology of China (USTC), majoring in Electronic Enginerring & Information Science (EEIS). I am involved in the joint Ph.D. program between USTC and Microsoft Research Asia (MSRA), luckily advised by Yan Lu (MSRA), Prof. Zhibo Chen (USTC) and Wenjun Zeng (EIAS). I collaborate closely with Zhizheng Zhang and Cuiling Lan during my internship at Intelligent Multimedia group (IM), MSRA.

My research interests are in computer vision and machine learning. I am particularly interested in the areas of domain adaptation/gerneralization, transfer learning, and pose estimation.

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Research

ActiveMLP: An MLP-like Architecture with Active Token Mixer
Guoqiang Wei, Zhizheng Zhang, Cuiling Lan, Yan Lu, Zhibo Chen
Arxiv 2022
[arXiv] [code]
Confounder Identification-free Causal Visual Feature Learning
Xin Li, Zhizheng Zhang, Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Xin Jin, Zhibo Chen
Arxiv 2022
[arXiv]
ToAlign: Task-Oriented Alignment for Unsupervised Domain Adaptation
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zhibo Chen
NeurIPS 2021
[arXiv] [code]
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen
CVPR 2021
[arXiv] [code]
Semantics-Aligned Representation Learning for Person Re-identification
Xin Jin, Cuiling Lan, Wenjun Zeng, Guoqiang Wei, Zhibo Chen
AAAI 2020
[arXiv] [code]
View Invariant 3d Human Pose Estimation
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen
IEEE Trans. on CSVT 2019
[arXiv]

Experience

2014-09~2018-06:  Bachelor in Electrical Engineering at USTC
2017-07~2018-06:  Research intern at MSRA
2019-07~now:         Research intern at MSRA

Professional Activities

Reviewer:       ECCV, CVPR
Reviewer:       International Journal of Computer Vision (IJCV)
Reviewer:       IEEE/CAA Journal of Automatica Sinica (JAS)
Reviewer:       APSIPA
Invited talk:   AI Time NeurIPS 2021 [video]
Invited talk:   MSRA NeurIPS 2021 on bilibili [video]

Misc

A 3D human pose estimation baseline with Pytorch.
A unified UDA framework with Pytorch.
Statistics of ICLR 2022 submissions.
Statistics of NeurIPS 2021 submissions.
A browser extension (chrome extension/chrome extension) for OpenReview.