Research

At CMU, I was fortunately advised by Louis-Philippe Morency and Paul Liang. I was also a core member of MultiComp Lab.

	Quantifying Interactions in Semi-supervised Multimodal Learning: Guarantees and Applications Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Ruslan Salakhutdinov ICLR 2024
	Quantifying & Modeling Feature Interactions: An Information Decomposition Framework Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard Chen, Zihao Deng, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency NeurIPS 2023
	Multimodal Fusion Interactions: A Study of Human and Automatic Quantification Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency ACM ICMI 2023
	MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Representation Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov JMLR Open Source Software 2022
	MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency NeurIPS 2021

During my undergraduate study, I was fortunate to work with Professor Tomasz Tkocz in the 2020 SEMS program offered by CMU Department of Mathematical Sciences. The summer project was extended to a paper submitted to Electron. J. Combin.

Typical Values of Extremal-Weight Combinatorial Structures with Independent Symmetric Weights Yun Cheng, Yixue Liu, Tomasz Tkocz, Albert Xu Electron. J. Combin. [SEMS presentation]