Zeng Huang
Ph.D. in Computer Science 黄锃
12015 E Waterfront Dr
90045 Los Angeles
I do research and engineering in the fields of Computer Graphics, 3D Vision, and Deep Learning.
My most research effort has been around digitization for Virtual
Humans combining geometry processing and deep learning,
targeting cutting-edge AR/VR applications accessible to everyone.
My Ph.D. thesis is on Complete Human Digitization for Sparse Inputs for
consumer
uses. You can find my VR defense presentation here at
Youtube.
I believe my research would help connect people better together by allowing 3D
contents to
create, process, and transmit faster and easier.
Besides algorithms and coding, I draw great inspirations from arts. I am a skilled drawer,
painter, photographer and camera expert.
Education
Doctoral
USC
2016 - 2020
Ph.D. in Computer Science
CS Dept. Viterbi School of Engineering, advised by Prof. Hao Li
University of Southern California, United States
Undergraduate
SJTU
2012 - 2016
B.Eng. in Computer Science and Technology
The ACM Honors Class, Zhiyuan
College, led by Prof. Yong Yu
Shanghai Jiao Tong University, China
Projects and Publications
Dissertation Defense
2020Virtual Reality Ph.D. Thesis Defense: 'Complete Human Digitization for Sparse Inputs'.
Siggraph Real-Time Live!
2020Volumetric Human Teleportation
Ruilong Li, Kyle Olszewski, Yuliang Xiu, Shunsuke Saito, Zeng Huang, Hao Li
ECCV
2020Monocular Real-Time Volumetric Performance Capture
Ruilong Li*, Yuliang Xiu*, Shunsuke Saito, Zeng Huang, Kyle Olszewski, Hao Li
CVPR
2020ARCH: Animatable Reconstruction of Clothed Humans
Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung
ICCV
2019Learning Perspective Undistortion Of Portraits
Yajie Zhao*, Zeng Huang*, Tianye Li, Weikai Chen , Chloe LeGendre, Xinglei Ren , Jun Xing , Ari Shapiro, Hao Li
ICCV
2019PIFU: Pixel-aligned Function For High-resolution Clothed Human Digitization
Shunsuke Saito*, Zeng Huang*, Ryota Natsume*, Shigeo Morishima, Angjoo Kanazawa, Hao Li
CVPR
2019Siclope: Silhouette-based Clothed People
Ryota Natsume*, Shunsuke Saito*, Zeng Huang, Weikai Chen, Chongyang Ma, Hao Li, Shigeo Morishima
ECCV
2018Deep Volumetric Video From Very Sparse Multi-view Performance Capture
Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre, Linjie Luo, Chongyang Ma, Hao Li
ICLR
2018Auto-conditioned Lstm Network For Extended Complex Human Motion Synthesis
Zimo Li*, Yi Zhou*, Shuangjio Xiao, Chong He, Zeng Huang, Hao Li
ICCV
2017Realistic Dynamic Facial Textures From A Single Image Using Gans
Kyle Olszewski*, Zimo Li*, Chao Yang*, Yi Zhou, Ronald Yu, Zeng Huang, Sitao Xiang, Shunsuke Saito, Pushmeet Kohli, Hao Li
Work Experiences
USC
2016-2020
Doctoral Researcher and Graduate Research Assistant
at University of Southern California and its Institute for Creative Technologies
Advisor: Prof. Hao Li
Thesis: Complete Human Digitization for Sparse Inputs.
I was affiliated with the USC Super Meth Lab and the Vision and
Graphics Lab at USC ICT.
I was lucky to be advised by Prof. Hao
Li, and work under the leadership of Hao, Kathleen Haase, and Randall Hill.
Uber
2020
Research Intern
at Uber Technologies, Inc.'s ATG lab working with Shenlong Wang, and Raquel Urtasun.
I took a temporary turn and pulled into the driveway of Auto Driving and
explored
how virtual human and computer graphics can help vehicles drive themselves better.
2019
Research Intern
at Facebook Reality Lab working with Tony Tung.
My two times Facebook internships focused on research of digitizing human body.
2017
Research Intern
at Facebook Inc.'s Oculus VR Research working with Carsten Stoll.
Microsoft
2015-2016
Research Intern
in the Internet Media Group, at Microsoft Research Asia
working with Wenjun Zeng, Cuiling Lan, and Junliang Xing
Teaching Experiences
Teaching Assistant
Geometry Processing, University of Southern California, 2019
Deep Learning, University of Southern California,, 2017
Data Structures, Shanghai Jiao Tong University, 2014
Principle and Practice of Computer Algorithms , Shanghai Jiao Tong University, Summer 2014
Honors and Awards
2016 - 2020
USC Annenberg Graduate Fellowship
'Fellows will conduct cutting-edge communication and digital media research, advance important new programs in the communications arena, and constitute an internationally recognized and highly regarded group of communication research scholars and creative practitioners.', University of Southern California
2016
Star of Tomorrow
In recognition of participation in the Microsoft Research Asia Internship Program.
An interview on
me.
2014
Meritorious Winner
First Prize in Mathematical Contest In Modeling, 2014
2013 - 2016
Academic Excellence Scholarship
Undergraduate scholarship in consecutive four years, Shanghai Jiao Tong University
2012
First Prize
National High School Physics Olympiad, China
Reference
You may refer to my personal website, github page and portfolio for details.