| 2026 | ACL | Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models. | Junhao Liu, Haonan Yu, Zhenyu Yan, Xin Zhang |
| 2024 | ICLR | VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE. | Haonan Yu, Wei Xu |
| 2023 | ICLR | Policy Expansion for Bridging Offline-to-Online Reinforcement Learning. | Haichao Zhang, Wei Xu, Haonan Yu |
| 2022 | ICLR | Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning. | Haichao Zhang, Wei Xu, Haonan Yu |
| 2021 | ICLR | Hierarchical Reinforcement Learning by Discovering Intrinsic Options. | Jesse Zhang, Haonan Yu, Wei Xu |
| 2020 | ICLR | Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. | Haonan Yu, Sergey Edunov, Yuandong Tian, Ari S. Morcos |
| 2019 | ICCV | Order-Aware Generative Modeling Using the 3D-Craft Dataset. | Zhuoyuan Chen, Kavya Srinet, Charles R. Qi, Haoqi Fan, Jerry Ma, Larry Zitnick, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Arthur Szlam, Shubham Tulsiani, Haonan Yu, Jonathan Gray |
| 2018 | ACL | Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game. | Haichao Zhang, Haonan Yu, Wei Xu |
| 2018 | CoRL | Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents. | Haonan Yu, Xiaochen Lian, Haichao Zhang, Wei Xu |
| 2018 | ICLR | Interactive Grounded Language Acquisition and Generalization in a 2D World. | Haonan Yu, Haichao Zhang, Wei Xu |
| 2016 | CVPR | Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks. | Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu |
| 2015 | AAAI | Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information. | Haonan Yu, Jeffrey Mark Siskind |
| 2013 | ACL | Grounded Language Learning from Video Described with Sentences. | Haonan Yu, Jeffrey Mark Siskind |
| 2013 | CVPR | Recognize Human Activities from Partially Observed Videos. | Yu Cao, Daniel Paul Barrett, Andrei Barbu, Siddharth Narayanaswamy, Haonan Yu, Aaron Michaux, Yuewei Lin, Sven J. Dickinson, Jeffrey Mark Siskind, Song Wang |