Hi there, this is Xingrui! ๐Ÿ‘‹

I am a 1st year PhD student in the Computer Science department at Johns Hopkins University, advised by Prof. Alan Yuille. I am also interning in the GenAI group at AMD.

Before JHU, I obtained my Masterโ€™s 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.

โœ‰๏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 ๐Ÿ“ฃ

  • [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.