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Muyang Li (李沐阳)

Robotics Institute, Carnegie Mellon University

I’m a second-year MSR student at CMU, advised by Prof. Jun-Yan Zhu. Previously, I obtained my Bachelor’s degree from Zhiyuan College (ACM Class), Shanghai Jiao Tong University. I have spent wonderful time as a visiting student with Prof. Song Han at MIT.

My research interest is in the intersection of machine learning, system, and computer graphics. I am currently working on building efficient and hardware-friendly generative models with its applications in computer vision and graphics.

News

Nov 3, 2022 Our new work SIGE has been accepted by NeurIPS 2022! Our code and benchmark are publicly available!
Nov 3, 2022 GAN Compression got 1k stars in Github!
Mar 2, 2022 Lite Pose has been accepted by CVPR2022! Our code is publicly available!
Oct 26, 2021 GAN Compression has been accepted by T-PAMI!
Feb 26, 2020 GAN Compression has been accepted by CVPR 2020! Our code is publicly available!

Education

  1. Robotics Institute, Carnegie Mellon University
    Master of Science in Robotics, advised by Prof. Jun-Yan Zhu and Prof. Song Han
    Jul. 2021 - Present
  2. Shanghai Jiao Tong University
    Bachelor of Engineering in Computer Science, advised by Prof. Kai Yu and Prof. Yong Yu
    Sep. 2016 - Jul. 2020

Other Experiences

  1. OmniML Inc., San Jose
    Summer Intern, working with Prof. Song Han
    May 2022 - Aug 2022
  2. Dawnlight Inc., Shanghai
    Data Scientist, working with Prof. Song Han
    Jul. 2020 - Jul. 2021
  3. MIT HANLab, Boston
    Research Assistant, working with Prof. Jun-Yan Zhu and Prof. Song Han
    Jul. 2019 - Jan. 2020

Publications

  1. Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
    Muyang Li, Ji Lin, Chenlin Meng, Stefano Ermon, Song Han, and Jun-Yan Zhu
    In NeurIPS 2022
    Website PDF Slides Video Code
  2. Lite Pose: Efficient Architecture Design for 2d Human Pose Estimation
    Yihan Wang, Muyang Li, Han Cai, Wei-Ming Chen, and Song Han
    In CVPR 2022
    PDF Slides Video Code
  3. GAN Compression: Efficient Architectures for Interactive Conditional GANs
    Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, Jun-Yan Zhu, and Song Han
    In TPAMI & CVPR 2020
    Website PDF Slides Video Code

Honors and Awards

  • Honorable Mention, Award for 2019 American Interdisciplinary Contest in Modeling (ICM) Jan, 2019
  • Zhiyuan Honorary Scholarship, (3 times), Award for top 5% students 2016,2017,2018
  • A-Class School-level Scholarship, Award for top 1% students Dec, 2018
  • 1st Runner up’s Coach, Award on ICPC2018 Pathom Regional Nov, 2018
  • Jin Long Yu Fellowship, Award for top 1% students Dec, 2017
  • 1st Runner-up, Award on Singing Competition of Zhiyuan College in SJTU Dec, 2017
  • 3rd Runner-up, Award on ICPC2017 Jakarta Regional Nov, 2017
  • Gold Medal, Award on ICPC2017 Qingdao Regional, Ranked 5th Nov, 2017
  • Gold Medal, Award on CCPC2017 Qingdao Regional, Ranked 10th Oct, 2017

Teaching

  • Coach, SJTU's ICPC team Jun. 2019 - Apr. 2019
  • Teaching Assistant, CS147: Data Structures at SJTU Mar. 2018 - May. 2018

Academic Service

  • Conference Reviewer: ICML, NeurIPS
  • Journal Reviewer: IJCV, TCSVT

Misc.

  • There is a home-made Chinese MV about my undergraduate life.
  • I am a big fan about pop music singing. I usually publish my singing works at WeSing.