Linrong Cai/ Chris Cai

Math and CS student at UW-Madison

About

I'm Linrong Cai/ Chris Cai, a rising senior Math and CS undergraduate at University of Wisconsin Madison. My research interest is Machine Learning and Optimization, and I am doing research study under Professor Frederic Sala and Professor Jelena Diakonikolas. I have a strong interest in math, and have finished courses related to Analysis, Measure Theory, Probability, Combinatorics, Abstract Algebra at UW-Madison. Among them, my favorite topic is Analysis and Probability Theory. I am fortunate to worked with Dyah Adila, Nicholas Roberts, and Nikos Zarifis at UW-Madison.

Publications

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks
Authors: Tianyi Zhang*, Linrong Cai*, Nicholas Roberts, Jeffrey Li, Neel Guha, Frederic Sala

In Neurips 2024 D&B,In DMLR @ ICML 2024

Zero-Shot Robustification of Zero-Shot Models
Authors: Dyah Adila*, Changho Shin*, Linrong Cai, Frederic Sala
https://arxiv.org/pdf/2309.04344

In ICLR 2024

Experience

Undergraduate Research Assistant with Professor Jelena Diakonikolas

Currently working on topics related to Robust Learning.

Jan 2024 - present
Machine Learning Research Assistant with Professor Frederic Sala

Currently working on topics related to Weak Supervision, Alignment, and Robustification.

June 2022 - present
Madison Experimental Mathematics Lab (MXM)

We researched on given two random elements of SL2(Z), what is the probability that they generate a free group. Advised by Professor Caglar Uyanik

2022 Spring
Grader for Math 435 Cryptography

Working as a grader for Professor Eric Bach, require Cryptography, Linear Algebra, Elementary Set Theory knowledge for grading.

2022 Fall
Grader for Math 475 Combinatorics

Working as a grader for Professor Mitch Keller, require Combinatorics.

2023 Fall

Education

University of Wisconsin Madison

B.S. in Math & CS

GPA 3.98/4.0

September 2021 - present
Tianjin No. 1 High School

Science Innovation Talents Training Project Experimental Class for Top 100 students in the City

September 2018 - July 2021

Others

Conway's Game of Life

Contact

lcai54@wisc.edu