Welcome to Ruihai’s Homepage

About Me

I am a first-year PhD student majoring in Computer Science at Peking University. My research interests include computer vision and robotics.

I am currently a member in Center on Frontiers of Computing Studies (CFCS), Peking University, supervised by Prof. Hao Dong.

Publications

VAT-Mart: Learning Visual Action Trajectory Proposals for Manipulating 3D ARTiculated Objects

DMotion: Robotic Visuomotor Control with Unsupervised Forward Model Learned from Videos

Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection

Unpaired Image-to-Image Translation using Adversarial Consistency Loss

TDMPNet: Prototype Network with Recurrent Top-Down Modulation for Robust Object Classification under Partial Occlusion

  • Mingqing Xiao, Adam Kortylewski, Ruihai Wu, Siyuan Qiao, Wei Shen, Alan Yuille
  • ECCV 2020, Workshop
  • [Paper]

Open Source Projects

  • A novel TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers. [Github] [Doc]
  • Best Open Source Software Award @ACM Multimedia (MM) 2017.
  • I’m one of the main contributers to TL 2.0 and member of TensorLayer core team.

Other Projects

Spreadsheet Intelligence, Microsoft Research Asia

  • https://www.microsoft.com/en-us/research/project/spreadsheet-intelligence/

Teaching Assistant

Professional Activities

  • Reviewer: ICCV 2021

Selected Honors and Awards

  • Excellent Graduate, Peking University, 2020
  • Peking University’s Third-class Scholarship, Peking University, 2019
  • Research Excellence Award, Peking University, 2019
  • Star of Tomorrow Excellent Intern, Microsoft Research Asia, 2019
  • Champion Team, China Collegiate Group Programming Ladder Tournament, Ministry of Education of China, 2019
  • May Fourth Scholarship, Peking University, 2018
  • Academic Excellence Award, Peking University, 2018
  • Excellent Coach Award (three times) in Olympiad in Informatics Camp, Olympic Committee of Jiangsu Province, 2016, 2017, 2018
  • Bronze medal in National Olympiad in Informatics (NOI), China Computer Federation, 2015
  • First prize (three times) in National Olympiad in Informatics in Provinces (NOIP), China Computer Federation, 2013, 2014, 2015