Yiheng Xie

Brown University

B.Sc. Computer Engineering

Graduation: May 2022

yiheng_xie@brown.edu

he/him/his

I am a final-year undergraduate student at Brown University, currently applying to PhD programs for Fall 2022. My research interests include 3D computer vision, robotics, machine learning, and renewable energy.

I am a researcher at Unity Technologies since June 2020, building industry-leading 3D reconstruction solutions. I am also spearheading research projects at Brown Visual Computing, advised by Professor Srinath Sridhar. Previously, I worked with Professor Michael Littman for the past 2.5 years at Human-Centered Robotics Initiative, focusing on human-centered robotics and sample-efficient reinforcement learning. Finally, I am a part-time cloud developer at Ethos Hub, a not-for-profit organization funded by AWS, developing data-driven solutions to accelerate Rhode Island’s sustainable energy transition.

CV. Resume. Transcript.

Publications

  1. Eurographics
    Neural Fields in Visual Computing and Beyond
    Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, and Srinath Sridhar
    conditionally accepted to Eurographics STARs 2022
  2. AAAI Workshop
    Learning Generalizable Behavior via Visual Rewrite Rules
    Yiheng Xie, Shangqun Yu, Mingxuan Li, and Michael Littman
    AAAI-RLG Workshop 2022
  3. Carbon
    Shear failure in supported two-dimensional nanosheet van der Waals thin films
    Cintia Castilho, Dong Li, Yiheng Xie, Huajian Gao, and Robert Hurt
    Carbon 2021