Hi there, this is Xingrui! ๐
I am a PhD student in the Computer Science department at Johns Hopkins University, advised by Prof. Alan Yuille.
Before JHU, I obtained my Masterโs degree from University of Southern California, working closely with Prof. Laurent Itti. Prior to USC, I received my B.S. of Statistics from Renmin University of China, supervised by Prof. Hanfang Yang. I also spent my time in the AI lab of Samsung R&D Institute, supervised by Dr. Yang Liu, and Wangxuan Institute of Computer Technology (WICT), Peking University, collaborating with Prof. Yongtao Wang.
โ๏ธ: xwang378@jhu.edu
Research Interest
My current research interests are centered around:
- 3D object recognition and scene understanding;
- Multimodal learning and visual reasoning (e.g. visual question answering, embodied AI);
- Human-centric computer vision system. Build computer vision systems with more humanoid cognitive learning abilities ( few shot recognition and imagination).
News ๐ฃ
- [Jan 2023] The Super-CLEVR-3D dataset is now available for download!
- [Sep 2023] One paper accepted by NeurIPS 2023.
- [Aug 2023] Joined the CS PhD program at JHU as a member of CCVL.
- [Mar 2023] The SuperCLEVR paper is selected as a highlight in CVPR 2023 (2.5% of submissions).
- [Feb 2023] One paper accepted at CVPR 2023.
- [Jul 2022] One paper accepted at ECCV 2022.
Selected Publications (see full list)
3D-Aware Visual Question Answering about Parts, Poses and Occlusions
Xingrui Wang, Wufei Ma, Zhuowan Li, Adam Kortylewski, Alan Yuille.
NeurIPS 2023. (paper, code)- Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning
Zhuowan Li, Xingrui Wang, Elias Stengel-Eskin, Adam Kortylewski, Wufei Ma, Benjamin Van Durme, Alan Yuille
CVPR 2023. (project, paper, code)Selected as highlight (top 2.5%) - Contributions of Shape, Texture, and Color in Visual Recognition
Yunhao Ge*, Yao Xiao*, Zhi Xu, Xingrui Wang, Laurent Itti.
ECCV 2022. (paper, code)