Cheng, Yun

8 publications

ICML 2025 Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? Simon Park, Abhishek Panigrahi, Yun Cheng, Dingli Yu, Anirudh Goyal, Sanjeev Arora

ICLRW 2025 Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? Simon Park, Abhishek Panigrahi, Yun Cheng, Dingli Yu, Anirudh Goyal, Sanjeev Arora

IJCAI 2024 ESP-PCT: Enhanced VR Semantic Performance Through Efficient Compression of Temporal and Spatial Redundancies in Point Cloud Transformers Luoyu Mei, Shuai Wang, Yun Cheng, Ruofeng Liu, Zhimeng Yin, Wenchao Jiang, Shuai Wang, Wei Gong

AAAI 2024 LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition Youbing Hu, Yun Cheng, Anqi Lu, Zhiqiang Cao, Dawei Wei, Jie Liu, Zhijun Li

ICLR 2024 Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov

MLOSS 2023 MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov

NeurIPS 2023 Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard Chen, Zihao Deng, Nicholas Allen, Randy Auerbach, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency

ECML-PKDD 2016 Finding Dynamic Co-Evolving Zones in Spatial-Temporal Time Series Data Yun Cheng, Xiucheng Li, Yan Li