Zekun Tong

Zekun Tong

PhD Student

National University of Singapore

Biography

I am a third-year PhD student in School of Engineering at National University of Singapore, supervised by Professor Andrew Lim. I received my B.E. degree from the School of Computer Science and Technology, Xidian University in 2018. While completing several innovative projects, I have also published several papers in recommended journals and conferences, such as TKDE, ACM MM and NeurIPS.

My research interests lie in graph neural networks, 3d point cloud and spatio-temporal data mining. If you are interested in my research, please feel free to contact me!

Interests

  • Machine Learning
  • Graph Neural Network
  • 3D Point Cloud
  • Spatio-temporal Data

Education

  • PhD in Industrial Systems Engineering, 2018 - present

    National University of Singapore

  • B.E. in Computer Science and Technology, 2014 - 2018

    Xidian University

News

  • Feb. 2021: Invited as a reviewer for ICML 2021.
  • Dec. 2020: Invited as a reviewer for CVPR 2021.
  • Sept. 2020: One paper was accepted by NeurIPS 2020
  • Aug. 2020: One paper was accepted by ACM MM 2020
  • Jul. 2020: One paper was accepted by TKDE 2020

Experience

 
 
 
 
 

Undergraduate Research Assistant

National University of Singapore

Jan 2018 – Jun 2018 Kent Ridge, Singapore
 
 
 
 
 

Research Intern

Sungkyunkwan University

Jan 2017 – Mar 2017 Suwon, Korea

Projects

Campus3D

A large-scale 3D point cloud dataset of NUS campus.

IPPT Trainer

An application for recording fitness tests using body posture recognition.

Publications

Digraph Inception Convolutional Networks

NeurIPS 2020, poster, acceptance rate: 20.1%
Digraph Inception Convolutional Networks

Fine-Grained Urban Flow Inference

IEEE TKDE 2020
Fine-Grained Urban Flow Inference

Patents

  • An anti-motion sickness seat and a balancing method
    • China Invention Grant (ZL201510300557.1)
  • An image stabilization and service software for ships
    • China Software Copyright (2016SR047532)
  • An anti-motion sickness seat
    • China Utility Model (ZL201520377894.6)
  • An inflatable adjustable protective cover
    • China Utility Model (ZL201220750284.2)
  • An earbud that pauses and plays music automatically
    • China Utility Model (ZL201220750298.4)

Awards

  • Interdisciplinary Contest in Modeling (MCM/ICM)
    • Finalist Winner, 2016, Winning rate: 0.3%
  • ”Challenge Cup” National Science and Technology Innovation Contest
    • National Third Prize, 2015
    • First Prize in Shaanxi, 2015
  • Microsoft Imagine Cup
    • First Prize in Shaanxi, 2017
    • Second Prize in Shaanxi, 2016
  • China Undergraduate Mathematical Modeling Competition
    • First Prize in Shaanxi, 2016
    • Second Prize in Shaanxi, 2015
  • National College Students Entrepreneurship Competition
    • Silver medal in Shaanxi, 2016

Honors

  • Research Scholarship at NUS   2018-2022
  • Graduate Star of Xidian University (10 out of 5357 graduates)   2018
  • Huawei Scholarship (two times)   2017, 2018
  • National Scholarship   2017
  • National Scholarship for Encouragement   2016
  • China Aerospace Science and Technology Corporation Scholarship   2016
  • Special Scholarship of Xidian University   2015

Contact

  • zekuntong at u.nus.edu
  • E1-04-05, 3 Engineering Drive 2, Singapore, SG 117578