| 2025 | EMNLP | Can Vision-Language Models Solve Visual Math Equations? | Monjoy Narayan Choudhury, Junling Wang, Yifan Hou, Mrinmaya Sachan |
| 2025 | EMNLP | HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education. | Qian Wu, Zheyao Gao, Longfei Gou, Yifan Hou, Ann Sin Nga Lau, Qi Dou |
| 2025 | ICML | Do Vision-Language Models Really Understand Visual Language? | Yifan Hou, Buse Giledereli, Yilei Tu, Mrinmaya Sachan |
| 2025 | ICRA | Adaptive Compliance Policy: Learning Approximate Compliance for Diffusion Guided Control. | Yifan Hou, Zeyi Liu, Cheng Chi, Eric Cousineau, Naveen Kuppuswamy, Siyuan Feng, Benjamin Burchfiel, Shuran Song |
| 2025 | NAACL | Explore the Reasoning Capability of LLMs in the Chess Testbed. | Shu Wang, Lei Ji, Renxi Wang, Wenxiao Zhao, Haokun Liu, Yifan Hou, Ying Nian Wu |
| 2024 | ACL | Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm. | Shaobo Cui, Yiyang Feng, Yisong Mao, Yifan Hou, Boi Faltings |
| 2024 | ACL | What Do Language Models Learn in Context? The Structured Task Hypothesis. | Jiaoda Li, Yifan Hou, Mrinmaya Sachan, Ryan Cotterell |
| 2023 | ACL | Mitigating Label Biases for In-context Learning. | Yu Fei, Yifan Hou, Zeming Chen, Antoine Bosselut |
| 2023 | EMNLP | Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models. | Yifan Hou, Jiaoda Li, Yu Fei, Alessandro Stolfo, Wangchunshu Zhou, Guangtao Zeng, Antoine Bosselut, Mrinmaya Sachan |
| 2022 | EMNLP | What Has Been Enhanced in my Knowledge-Enhanced Language Model? | Yifan Hou, Guoji Fu, Mrinmaya Sachan |
| 2022 | EMNLP | Adapters for Enhanced Modeling of Multilingual Knowledge and Text. | Yifan Hou, Wenxiang Jiao, Meizhen Liu, Carl Allen, Zhaopeng Tu, Mrinmaya Sachan |
| 2022 | ICRA | Contact Mode Guided Motion Planning for Quasidynamic Dexterous Manipulation in 3D. | Xianyi Cheng, Eric Huang, Yifan Hou, Matthew T. Mason |
| 2022 | IROS | Extrinsic Dexterous Manipulation with a Direct-drive Hand: A Case Study. | Arnav Gupta, Yuemin Mao, Ankit Bhatia, Xianyi Cheng, Jonathan King, Yifan Hou, Matthew T. Mason |
| 2021 | ACL | Bird's Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach. | Yifan Hou, Mrinmaya Sachan |
| 2021 | ICRA | Contact Mode Guided Sampling-Based Planning for Quasistatic Dexterous Manipulation in 2D. | Xianyi Cheng, Eric Huang, Yifan Hou, Matthew T. Mason |
| 2021 | ICRA | An Efficient Closed-Form Method for Optimal Hybrid Force-Velocity Control. | Yifan Hou, Matthew T. Mason |
| 2020 | ICLR | Measuring and Improving the Use of Graph Information in Graph Neural Networks. | Yifan Hou, Jie Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang |
| 2019 | CLOUD | Grasper: A High Performance Distributed System for OLAP on Property Graphs. | Hongzhi Chen, Changji Li, Juncheng Fang, Chenghuan Huang, James Cheng, Jie Zhang, Yifan Hou, Xiao Yan |
| 2019 | ICRA | Robust Execution of Contact-Rich Motion Plans by Hybrid Force-Velocity Control. | Yifan Hou, Matthew T. Mason |
| 2019 | IROS | Criteria for Maintaining Desired Contacts for Quasi-Static Systems. | Yifan Hou, Matthew T. Mason |
| 2019 | ISRR | Manipulation with Suction Cups Using External Contacts. | Xianyi Cheng, Yifan Hou, Matthew T. Mason |
| 2019 | KDD | A Representation Learning Framework for Property Graphs. | Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang |
| 2019 | SIGMOD | Large Scale Graph Mining with G-Miner. | Hongzhi Chen, Xiaoxi Wang, Chenghuan Huang, Juncheng Fang, Yifan Hou, Changji Li, James Cheng |
| 2018 | ICRA | Fast Planning for 3D Any-Pose-Reorienting Using Pivoting. | Yifan Hou, Zhenzhong Jia, Matthew T. Mason |
| 2018 | INFOCOM | Course recommendation of MOOC with big data support: A contextual online learning approach. | Yifan Hou, Pan Zhou, Jie Xu, Dapeng Oliver Wu |
| 2016 | WAFR | Robust Planar Dynamic Pivoting by Regulating Inertial and Grip Forces. | Yifan Hou, Zhenzhong Jia, Aaron M. Johnson, Matthew T. Mason |
| 2014 | SMC | HALS-based algorithm for affine non-negative matrix factorization. | Yifan Hou, Shuai Xing, Qing Xu |
| 2009 | CloudCom | Privacy of Value-Added Context-Aware Service Cloud. | Xin Huang, Yin He, Yifan Hou, Lisi Li, Lan Sun, Sina Zhang, Yang Jiang, Tingting Zhang |