Yun Cheng

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	All	Since 2020
Citations	249	249
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Louis-Philippe MorencyAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Paul LiangAssistant Professor, Media Lab and EECS, MITVerified email at mit.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Abhishek PanigrahiGraduate Student, Princeton UniversityVerified email at princeton.edu
Sanjeev AroraProfessor of Computer Science, Princeton UniversityVerified email at princeton.edu
Anirudh GoyalGoogle DeepMind, Mila, Université de MontréalVerified email at umontreal.ca
Simon ParkPrinceton UniversityVerified email at princeton.edu

Yun Cheng

Princeton University

Verified email at princeton.edu


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Multibench: Multiscale benchmarks for multimodal representation learning PP Liang, Y Lyu, X Fan, Z Wu, Y Cheng, J Wu, L Chen, P Wu, MA Lee, ... Advances in neural information processing systems 2021 (DB1), 1, 2021	166	2021
Quantifying & modeling multimodal interactions: An information decomposition framework PP Liang, Y Cheng, X Fan, CK Ling, S Nie, R Chen, Z Deng, N Allen, ... Advances in Neural Information Processing Systems 36, 2024	46	2024
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications PP Liang, CK Ling, Y Cheng, A Obolenskiy, Y Liu, R Pandey, A Wilf, ... The Twelfth International Conference on Learning Representations, 2023	17*	2023
MULTIZOO & MULTIBENCH: a standardized toolkit for multimodal deep learning PP Liang, Y Lyu, X Fan, A Agarwal, Y Cheng, LP Morency, ... The Journal of Machine Learning Research 24 (1), 11056-11062, 2023	9	2023
Multimodal fusion interactions: A study of human and automatic quantification PP Liang, Y Cheng, R Salakhutdinov, LP Morency Proceedings of the 25th International Conference on Multimodal Interaction …, 2023	7	2023
Typical values of extremal-weight combinatorial structures with independent symmetric weights Y Cheng, Y Liu, T Tkocz, A Xu arXiv preprint arXiv:2211.12348, 2022	4	2022
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? S Park, A Panigrahi, Y Cheng, D Yu, A Goyal, S Arora arXiv preprint arXiv:2501.02669, 2025		2025

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