Han-Hung Lee

PhD Student at Simon Fraser University

About Me

Hello, I am Han-Hung Lee and I received my B.S. degree in the Undergraduate Program of Electrical Engineering and Computer Science from NTHU. Currently I am a PhD student at Simon Fraser University under the supervision of professor Angel Xuan Chang. A few of my research interests include 3D Computer Vision, Natural Language Processing and Reinforcement Learning.

Publications

Pin-Hao Huang*,Han-Hung Lee*, Hwann-Tzong Chen and Tyng-Luh Liu. “Text-guided Graph Neural Networksfor Referring 3D Instance Segmentation.” AAAI (2021).

* Equal Contribution

Han-Hung Lee, Da-Gin Wu, and Hwann-Tzong Chen, “Stylizing Audio Reactive Visuals,” NeurIPS 2019 Workshop on Machine Learning for Creativity and Design, December 14th, 2019, Vancouver, Canada.

Projects

Graph Neural Networks for 3D Referring Instance Segmentation (IIS Sinica)

Team Member

Project Page
  • Surveyed recent methods on referring instance segmentation and 3D instance segmentation methods
  • Using Text-guided Graph Neural Networks with 3D instance segmentation model to improve results
  • Achieved SOTA results on ScanRefer and ReferIt3D datasets
  • Accepted to AAAI 2021

Error displaying image

Stylizing Audio Reactive Visuals

Team Leader

Project Page
  • Led a 2-person team to create audio reactive visuals using GANs for artistic purposes
  • Mapping frequency changes in songs to traverse the latent space of GANs, forming video clips that react to audio
  • Presented at NeurIPS 2019 Workshop on Machine Learning for Creativity and Design

Education

Simon Fraser University

PhD Program in Computing Science

Sept. 2021 - Now

  • Supervisor: Angel Xuan Chang (https://angelxuanchang.github.io/)

National Tsing Hua University

B.S. in Undergraduate Program of Electrical Engineering and Computer Science

Sept. 2016 - June 2020

  • Overall GPA: 3.87/4.3
  • Coursework: Deep Learning, Statistical Learning, Computer Vision, Graphics Programming Game Programming

Experience

Institute of Information Science, Academia Sinica

Undergraduate Research Assistant

July 2019 - July 2021

  • Implemented baseline models for neural architecture search methods
  • Worked on novel method for 3D referring instance segmentation achieving SOTA results on ScanRefer and ReferIt3D