self image

Ting Cai

Computer Sciences

University of Wisconsin–Madison

Email: tingcai [at] cs.wisc.edu

Curriculum Vitae

Google Scholar

I am a third-year CS Ph.D. student at the University of Wisconsin-Madison. I am broadly interested in Machine Learning and Data Science.

Before that, I obtained my B.Sc. in Data Science and Analytics from the National University of Singapore in 2020. I was fortunate to work with Prof. Vincent Y. F. Tan on Nonnegative Matrix Factorization.


Publications

  • Transformer-based automated segmentation of recycling materials for semantic understanding in construction
    Xin Wang, Wei Han, Sicheng Mo, Ting Cai, Yijing Gong, Yin Li, Zhenhua Zhu
    Automation in Construction, Vol. 154, Oct 2023
    1st place in VIMS-IAARC Joint Datathon 2022 Competition
    [Paper]

  • Active Cost-aware Labeling of Streaming Data
    Ting Cai, Kirthevasan Kandasamy
    Proc. of 26th International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
    [Paper] [Code]

  • Adversarially-Trained Nonnegative Matrix Factorization
    Ting Cai, Vincant Y. F. Tan, Cédric Févotte
    IEEE Signal Processing Letters, Vol. 28, Pages 1415 - 1419, Jun 2021
    [Paper] [Code] [Slides]


Work Experience


Services

  • Conference Reviewer: AISTATS 2024

  • Volunteer: SIGMOD 2023


Teaching 🎙

  • [TA] CS 536 Introduction to Programming Languages and Compilers: Spring 2024

  • [TA] CS 354 Introduction to Computer Systems: Summer 2022

  • [TA] CS 252 Introduction to Computer Engineering: Fall 2021, Spring 2022, Fall 2022