Zeng Huang
Ph.D. candidate at USC 黄锃

Zen photo
USC ICT VGL Lab
12015 E Waterfront Dr
90045 Los Angeles

I'm a final year Ph.D. candidate in Computer Science, focusing on research of Computer Vision and Graphics.

My most research effort has been around volumetric reconstruction for virtual humans combining geometry processing and deep learning. My thesis is on reconstructing clothed human body in the wild with great details from minimal input cameras. 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 also a skilled drawer, painter, photographer and camera expert.

 

Education

Graduate

USC
2016 - Expected 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
Shanghai Jiao Tong University, China
 

Publications

CVPR
2020

ARCH: Animatable Reconstruction of Clothed Humans

Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung

cvpr2020
ICCV
2019

Learning Perspective Undistortion Of Portraits

Yajie Zhao*, Zeng Huang*, Tianye Li, Weikai Chen , Chloe LeGendre, Xinglei Ren , Jun Xing , Ari Shapiro, Hao Li

iccv2019_0
ICCV
2019

PIFU: Pixel-aligned Function For High-resolution Clothed Human Digitization

Shunsuke Saito*, Zeng Huang*, Ryota Natsume*, Shigeo Morishima, Angjoo Kanazawa, Hao Li

iccv2019_1
CVPR
2019

Siclope: Silhouette-based Clothed People

Ryota Natsume*, Shunsuke Saito*, Zeng Huang, Weikai Chen, Chongyang Ma, Hao Li, Shigeo Morishima

cvpr2019
ECCV
2018

Deep 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

eccv2018
ICLR
2018

Auto-conditioned Lstm Network For Extended Complex Human Motion Synthesis

Zimo Li*, Yi Zhou*, Shuangjio Xiao, Chong He, Zeng Huang, Hao Li

iclr2018
ICCV
2017

Realistic 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

iccv2017
 

Research/Work Experiences

USC

Present

Ph.D. Candidate

at University of Southern California
Advisor: Prof. Hao Li

Thesis: Complete Human Digitization using Deep Learning.
I am currently at University of Southern California as a Ph.D. candidate under the advisory of Prof. Hao Li. This guy is crazy! I am also affiliated with the Vision and Graphics lab at the Institute for Creative Technologies.

Facebook

2019

Research Intern

at Facebook Reality Lab working with Tony Tung.
My two times Facebook internships focus on research of digitzing human body.

Facebook

2017

Research Intern

at Facebook Inc.'s Oculus VR 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

I worked on Human Detection and Pose Estimation.

 

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.