I am a joint PhD student at Computer Graphics Lab, ETH Zurich and Disney Research|Studios, advised by Prof. Markus Gross and Dr. Marios Papas. I am interested in rendering techniques with path tracing and the application of machine learning techniques for better and faster rendering of scenes with high geometry and light transport complexity.

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Education

2019.08 - present

ETH Zurich and Disney Research|Studios, Zurich, Switzerland

Joint PhD student in Computer Science

2017.09 - 2019.07

ETH Zurich, Zurich, Switzerland

MSc in Computer Science (with distinction)

2013.09 - 2017.07

Peking University, Beijing, China

BSc in Intelligence Science and Technology (with distinction)

Skills

  • Proficient: python, C/C++, MATLAB
  • Toolboxes: TensorFlow, OpenCV, Torch, CGAL
  • Familiar: LaTeX, HTML, JavaScript, CUDA C/C++
  • Languages: English (professional), Mandarin Chinese (native)

Professional Experience

2018.04 - 2018.09
2018.04 - 2018.09

Research Intern

Disney Research (Zurich)
  • Implementation of deep-learning-based denoising algorithm of Monte Carlo renders
  • Generation of datasets
  • Training and testing different network structures

Academic Experience

2018.11 - 2019.05
2018.11 - 2019.05

Master Thesis

Computer Graphics Lab, ETH Zurich
Supervisor: Dr. Marios Papas, Thomas Mueller, Thijs Vogels
  • Design and Implementation of an algorithm to filter raw radiance samples in scene space using neural networks
  • Exploration of appropriate network architecture
2016.11 - 2017.06
2016.11 - 2017.06

Bachelor Thesis

Key Laboratory of Machine Perception (MoE), Peking University
Supervisor: Prof. Zhouchen Lin
  • Implementation of an algorithm to locate multiple matches of a template in a single target image
  • Combination of several previous methods to reach high accuracy and speed
2015.12 - 2016.11
2015.12 - 2016.11

Research Assistant

National Engineering Laboratory for Video Technology, Peking University
Supervisor: Prof. Yizhou Wang
  • Application of generative adversarial networks to video inpainting, achieving plausible results
  • Collection of training and testing clips from news program

Teaching Experience

Fall 2018/2019/2020
Fall 2018/2019/2020

Teaching Assistant


Computer Graphics

Department of Computer Science, ETH Zurich
Instructor(s): Dr. Jan Novak, Prof. Markus Gross
  • Master-level course of computer graphics, covering a spectrum of areas in CG with a focus on physically-based rendering
Fall 2016
Fall 2016

Teaching Assistant


Introduction to Computation (B)

School of EECS, Peking University
Instructor(s): Qinjian Zhang
  • Introductory course of C programming and algorithms for undergraduates

Project History

Individual
2017.05 - 2017.08

Game Recognition of Go

  • Applying image processing algorithms to the recognition of Go game in an image.
Team of 3 (leader)
2016.09 - 2017.01

High-Quality Real-Time Video Inpainting with PixMix

  • Re-implementation of the TVCV'14 paper on video and image inpainting
  • Achieved good inpainting speed and result on single image