| 2025 | ICCV | Enhancing Identity Preservation in Portrait Generation via Reward Optimization. | Yang Liu, Hongyu Zang, Chao Xu, Baigui Sun, Shan Luo |
| 2025 | ICML | Learning Fused State Representations for Control from Multi-View Observations. | Zeyu Wang, Yao-Hui Li, Xin Li, Hongyu Zang, Romain Laroche, Riashat Islam |
| 2024 | ICML | Learning Latent Dynamic Robust Representations for World Models. | Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam |
| 2023 | AAAI | WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series. | Fuhao Yang, Xin Li, Min Wang, Hongyu Zang, Wei Pang, Mingzhong Wang |
| 2023 | AISTATS | Representation Learning in Deep RL via Discrete Information Bottleneck. | Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb |
| 2023 | ICLR | Behavior Prior Representation learning for Offline Reinforcement Learning. | Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet des Combes, Romain Laroche |
| 2023 | ICML | Principled Offline RL in the Presence of Rich Exogenous Information. | Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Rajiv Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford |
| 2022 | AAAI | SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning. | Hongyu Zang, Xin Li, Mingzhong Wang |
| 2020 | AAAI | Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal. | Li Zhang, Xin Li, Sen Chen, Hongyu Zang, Jie Huang, Mingzhong Wang |
| 2020 | EMNLP | Homophonic Pun Generation with Lexically Constrained Rewriting. | Zhiwei Yu, Hongyu Zang, Xiaojun Wan |
| 2020 | EMNLP | Routing Enforced Generative Model for Recipe Generation. | Zhiwei Yu, Hongyu Zang, Xiaojun Wan |
| 2019 | ACL | Automated Chess Commentator Powered by Neural Chess Engine. | Hongyu Zang, Zhiwei Yu, Xiaojun Wan |
| 2019 | IJCAI | A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment. | Rui Ye, Xin Li, Yujie Fang, Hongyu Zang, Mingzhong Wang |
| 2017 | INLG | Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores. | Hongyu Zang, Xiaojun Wan |