Bio
My name is Yun (Catherine) Cheng. I am a second-year CS Ph.D. student at Princeton University, advised by Sanjeev Arora. I completed my M.S. in Machine Learning, B.S. in Computer Science, and B.S. in Mathematical Sciences from Carnegie Mellon University.
My current research interests include conceptual understanding of LLMs/VLMs and representation learning.
Updates
| [05/2025] | Our paper Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? was accepted by ICML 2025! |
| [01/2024] | Our paper Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications was accepted by ICLR 2024! |
| [09/2023] | Our paper Quantifying & modeling multimodal interactions: An information decomposition framework was accepted by NeurIPS 2023! |