Yuliang Zou

Ph.D. student
Department of Electrical and Computer Engineering
Virginia Tech
ylzou [at] vt [dot] edu



I am a third-year Ph.D. student in Computer Engineering at Virginia Tech. I work with Prof. Jia-Bin Huang. My recent research interest lies in designing label-efficient and/or robust visual understanding methods. I also enjoy working on interesting projects that generate visually appealing outputs (e.g., deep generative models, graphics, 3D vision, etc.)

Before that, I have worked with Prof. Honglak Lee, Dr. Yuting Zhang and Dr. Ruben Villegas during my masters at University of Michigan, Ann Arbor, and Prof. Xiaojin Gong during my undergrad at Zhejiang University.

Over the summers, I am fortunate to have the opportunities to work with Dr. Pan Ji (NEC Labs), Dr. Quoc-Huy Tran (NEC Labs), Prof. Manmohan Chandraker (NEC Labs & UCSD), Dr. Jimei Yang (Adobe Research), Dr. Duygu Ceylan (Adobe Research), Dr. Jianming Zhang (Adobe Research), and Dr. Federico Perazzi (Adobe Research).

My CV is available here (last updated on Nov. 2019).


Aug. 2017 - Present

Aug. 2015 - Apr. 2017

Sep. 2011 - Jun. 2015


May. 2020 - Aug. 2020

May. 2019 - Aug. 2019

May. 2018 - Aug. 2018


Teaching Assistant     

ECE 5554 / ECE 4554 (Computer Vision), Fall 2018 [link]

Teaching Assistant     

ECE 5554 / ECE 4554 (Computer Vision), Fall 2017 [link] [tutorial] [Guest Lecture on Object Detection]

Professional Activities

Conference Reviewer     

CVPR 2019-2020, ICML 2019, ICCV 2019, BMVC 2019-2020, NeurIPS 2019-2020, AAAI 2020, ECCV 2020

Journal Reviewer     

IEEE Access, IJCV, IET Computer Vision, Neurocomputing

Workshop Reviewer     

AI City Challenge Workshop 2018, 2019

Student Volunteer     

ICLR 2020



"Reducing Footskate in Human Motion Reconstruction with Ground Contact Constraints" at WACV2020, Aspen, Colorado [Slides]


"iCAN: Instance-Centric Attention Network" at 1st Person in Context (PIC) Workshop, Munich, Germany [Slides]



I will be an official reviewer for BMVC 2020.


I will be a volunteer for ICLR 2020.


I will be an official reviewer for NeurIPS 2020.


I will intern at Google Cloud AI this summer.


One paper on Reducing Visual Artifacts in Human Motion Reconstruction has been accepted to WACV. See you in Aspen!


I will be an official reviewer for ECCV 2020.



Yuliang Zou, Chen Gao, Alexander Schwing, Jia-Bin Huang

Reducing Footskate in Human Motion Reconstruction with Ground Contact Constraints

Human Sensing

Yuliang Zou, Jimei Yang, Duygu Ceylan, Jianming Zhang, Federico Perazzi, Jia-Bin Huang

In Proceedings of the 20th Winter Conference on Applications of Computer Vision (WACV), 2020.

[Code] [Data] [Paper] [Poster] [Project Page] [Video]

DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

Depth Estimation Optical Flow Unsupervised Learning

Yuliang Zou, Zelun Luo, Jia-Bin Huang

In Proceedings of the 15th European Conference on Computer Vision (ECCV), 2018.

[arXiv] [Code] [Poster] [Project Page]

iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

Object Detection Scene Understanding

Chen Gao, Yuliang Zou, Jia-Bin Huang

In Proceedings of the 29th British Machine Vision Conference (BMVC), 2018

[arXiv] [Code] [Project Page]

Label-Efficient Learning of Transferable Representations across Domains and Tasks

Domain Adaptation Semi-Supervised Learning Transfer Learning

Zelun Luo, Yuliang Zou, Judy Hoffman, Li Fei-Fei

In Proceedings of the 31st Neural Information Processing Systems (NIPS), 2017

[arXiv] [Poster] [Project Page]

Learning to Generate Long-term Future via Hierarchical Prediction

Generative Modeling Video Analysis

Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee

In Proceedings of the 34th International Conference on Machine Learning (ICML), 2017

[arXiv] [Code] [Poster] [Project Page] [Slides] [SOHU News (Chinese)]



Automatic Group Photograph Enhancement

Face Detection Image Manipulation

Yuliang Zou, Zhusheng Wang, Yayan Zhao, Enpei Xi

[Report] [Code]

Single-Machine MapReduce Server

Distributed System

Yuliang Zou


Free Food Calendar

Information Retrieval Web Development

Yuliang Zou*, Haoran Wang*, Sang Hyuk Cho*, Connor Larson*


VR-Chat: Virtual Reality Based Online Chatroom

Kinect Mobile Development Unity3D Virtual Reality

Peifeng Yu, Rui Chen, Yuliang Zou, Yixiang Wu

[Code] [Website]


Relevant Courses Taken

CS6804 - Causal Reasoning [website]

CS5834 - Urban Computing [website]

STAT5444 - Bayesian Statistics [website]

ECE5454 - Optimization Techniques

CS5984 - Deep Learning

EECS442 - Computer Vision

EECS498 - Information Retrieval

EECS551 - Matrix Methods

EECS542 - Advanced Topics in Computer Vision

EECS545 - Machine Learning

EECS598 - Random Matrix Theory

CSE - Numerical Method

ISEE - Fundamentals of Information Theory

ISEE - Fundamentals of Digital Video and Audio

cs294a - Unsupervised Feature Learning and Deep Learning [website]

cs231n - Convolutional Neural Networks for Visual Recognition [website]

ee364a - Convex Optimization I [website]

cs236 - Deep Generative Models [website]

CS294-158 - Deep Unsupervised Learning (Ongoing) [website]

GAMES101 - Introduction to Computer Graphics (Ongoing) [website]

Reading Group

I am taking charge of the VT Vision and Learning Reading Group this semester. If you are at VT, feel free to join us.

About My Name

My given name is Yuliang (瑜亮), which comes from two famous characters in the Three Kindoms. And my family name is Zou (邹).

My English name is Zack. You can also call me Y.L. Anyway, call whatever you like. :)