Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores. - Hongyu Zang; Xiaojun Wan 001 (INLG, 2017)

Automated Chess Commentator Powered by Neural Chess Engine. - Hongyu Zang; Zhiwei Yu; Xiaojun Wan 001 (ACL (1), 2019)

A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment. - Rui Ye; Xin Li 033; Yujie Fang; Hongyu Zang; Mingzhong Wang (IJCAI, 2019)

Massive Styles Transfer with Limited Labeled Data. - Hongyu Zang; Xiaojun Wan 001 (CoRR, 2019)

A Semi-Supervised Approach for Low-Resourced Text Generation. - Hongyu Zang; Xiaojun Wan 001 (CoRR, 2019)

Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal. - Li Zhang; Xin Li 033; Sen Chen; Hongyu Zang; Jie Huang; Mingzhong Wang (AAAI, 2020)

Homophonic Pun Generation with Lexically Constrained Rewriting. - Zhiwei Yu; Hongyu Zang; Xiaojun Wan 001 (EMNLP (1), 2020)

Routing Enforced Generative Model for Recipe Generation. - Zhiwei Yu; Hongyu Zang; Xiaojun Wan 001 (EMNLP (1), 2020)

SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning. - Hongyu Zang; Xin Li 033; Mingzhong Wang (CoRR, 2021)

On improving knowledge graph facilitated simple question answering system. - Xin Li 033; Hongyu Zang; Xiaoyun Yu; Hao Wu 066; Zijian Zhang 001; Jiamou Liu; Mingzhong Wang (Neural Comput. Appl., 2021)

SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning. - Hongyu Zang; Xin Li 033; Mingzhong Wang (AAAI, 2022)

Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning. - Riashat Islam; Hongyu Zang; Anirudh Goyal; Alex Lamb; Kenji Kawaguchi; Xin Li 033; Romain Laroche; Yoshua Bengio; Remi Tachet des Combes (NeurIPS, 2022)

Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information. - Riashat Islam; Manan Tomar; Alex Lamb; Yonathan Efroni; Hongyu Zang; Aniket Didolkar; Dipendra Misra; Xin Li 033; Harm van Seijen; Remi Tachet des Combes; John Langford 001 (CoRR, 2022)

Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning. - Riashat Islam; Hongyu Zang; Anirudh Goyal; Alex Lamb; Kenji Kawaguchi; Xin Li 033; Romain Laroche; Yoshua Bengio; Remi Tachet des Combes (CoRR, 2022)

CHA: Categorical Hierarchy-based Attention for Next POI Recommendation. - Hongyu Zang; Dongcheng Han; Xin Li 033; Zhifeng Wan; Mingzhong Wang (ACM Trans. Inf. Syst., 2022)

WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series. - Fuhao Yang; Xin Li 033; Min Wang 039; Hongyu Zang; Wei Pang 001; Mingzhong Wang (AAAI, 2023)

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 033; Anirudh Goyal; Nicolas Heess; Alex Lamb (AISTATS, 2023)

Behavior Prior Representation learning for Offline Reinforcement Learning. - Hongyu Zang; Xin Li 033; Jie Yu; Chen Liu; Riashat Islam; Remi Tachet des Combes; Romain Laroche (ICLR, 2023)

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 033; Harm van Seijen; Remi Tachet des Combes; John Langford 001 (ICML, 2023)

Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning. - Hongyu Zang; Xin Li 033; Leiji Zhang; Yang Liu 356; Baigui Sun; Riashat Islam; Remi Tachet des Combes; Romain Laroche (NeurIPS, 2023)

Towards Control-Centric Representations in Reinforcement Learning from Images. - Chen Liu; Hongyu Zang; Xin Li 033; Yong Heng; Yifei Wang 001; Zhen Fang; Yisen Wang 001; Mingzhong Wang (CoRR, 2023)

Learning Latent Dynamic Robust Representations for World Models. - Ruixiang Sun 003; Hongyu Zang; Xin Li 033; Riashat Islam (ICML, 2024)

Learning Fused State Representations for Control from Multi-View Observations. - Zeyu Wang; Yao-Hui Li; Xin Li 033; Hongyu Zang; Romain Laroche; Riashat Islam (CoRR, 2025)