Yuhan Wang

Yuhan Wang

Ph.D. student of MMLab@NTU

Nanyang Technological University

Biography

My name is spelled 王宇晗 in Chinese.

I am a Ph.D. student in the School of Computer Science and Engineering, Nanyang Technological University. I am a member of MMLab@NTU, advised by Prof. Chen Change Loy. My current research lies in computer vision, especially video generation and its downstream tasks.

Before joining NTU, I earned my bachelor degree from Chu Kochen Honors College, Zhejiang University. I had some wonderful research experience in Tencent Youtu Lab with Dr. Ying Tai and Junwei Zhu. I am also an ACMer, participated in six ACM ICPC/CCPC Asia Regional Contest, with four gold medals and two silver medals.

Interests
  • Image and Video Generation
  • Generative Adversarial Networks
  • Face Manipulation
Education
  • PhD in Computer Science and Engineering, 2022 - Now

    Nanyang Technological University

  • BSc in Computer Science and Technology, 2017 - 2021

    Zhejiang University

Publications

StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation
In 2023 International Conference on Computer Vision (ICCV 2023)
HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping
In 2021 International Joint Conferences on Artificial Intelligence (IJCAI 2021)
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition
In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020)

Experience

 
 
 
 
 
Research Intern
Oct 2020 – Nov 2021 Shanghai
Research on high fidelity face swapping algorithm.
 
 
 
 
 
Summer Research Assistant
Jul 2020 – Sep 2020 Remote
Research on Tracking-by-Detection Based Pedestrian Recognition in Infrared Video.
 
 
 
 
 
Research Intern
Jul 2019 – Sep 2019 Shanghai

Research on

  • Neural Architecture Search on Face Classification Backbone
  • Margin-Mining Combined Deep Face Classification Loss

Honors

NVIDIA Hardware Grant Program, 2x A5000
AISG PhD Fellowship
SenseTime Scholarship 2021
National Scholarship
ACM ICPC Asian Regional Contest Gold Medal
2018 Shenyang, 2017 Xi’an, 2017 Nanning, 2017 Hangzhou

Professional Services

Conference Reviewer:

  • AAAI 2024

Students Mentoring:

  • NTU Final Year Project (FYP): Cecelia Soh Yan Pei

Teaching

I am the teaching assistant of the following courses at NTU:

  • SC1003: Introduction to Computational Thinking and Programming, 2023 Fall
  • SC4242/CZ3007: Compiler Techniques, 2023 Spring
  • SC1003: Introduction to Computational Thinking and Programming, 2022 Fall

Skills

Language

Python, C, C++, Java

Research

PyTorch, DGL

Chills

ACM, Basketball, Badminton, Go Game

Contact