Hongyu Zang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Relational Graph

Information Bottleneck

Reinforcement Learning

Spatially Invariant

Top Venues

Publications

Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam
Learning Latent Dynamic Robust Representations for World Models. CoRR (2024)
Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb
Representation Learning in Deep RL via Discrete Information Bottleneck. AISTATS (2023)
Fuhao Yang, Xin Li, Min Wang, Hongyu Zang, Wei Pang, Mingzhong Wang
WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series. AAAI (2023)
Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet des Combes, Romain Laroche
Behavior Prior Representation learning for Offline Reinforcement Learning. ICLR (2023)
Hongyu Zang, Xin Li, Leiji Zhang, Yang Liu, Baigui Sun, Riashat Islam, Remi Tachet des Combes, Romain Laroche
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning. NeurIPS (2023)
Chen Liu, Hongyu Zang, Xin Li, Yong Heng, Yifei Wang, Zhen Fang, Yisen Wang, Mingzhong Wang
Towards Control-Centric Representations in Reinforcement Learning from Images. CoRR (2023)
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
Principled Offline RL in the Presence of Rich Exogenous Information. ICML (2023)
Hongyu Zang, Xin Li, Leiji Zhang, Yang Liu, Baigui Sun, Riashat Islam, Remi Tachet des Combes, Romain Laroche
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning. CoRR (2023)
Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford
Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information. CoRR (2022)
Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb
Representation Learning in Deep RL via Discrete Information Bottleneck. CoRR (2022)
Riashat Islam, Hongyu Zang, Anirudh Goyal, Alex M. Lamb, Kenji Kawaguchi, Xin Li, Romain Laroche, Yoshua Bengio, Remi Tachet des Combes
Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning. NeurIPS (2022)
Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet des Combes, Romain Laroche
Behavior Prior Representation learning for Offline Reinforcement Learning. CoRR (2022)
Hongyu Zang, Dongcheng Han, Xin Li, Zhifeng Wan, Mingzhong Wang
CHA: Categorical Hierarchy-based Attention for Next POI Recommendation. ACM Trans. Inf. Syst. 40 (1) (2022)
Hongyu Zang, Xin Li, Mingzhong Wang
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning. AAAI (2022)
Riashat Islam, Hongyu Zang, Anirudh Goyal, Alex Lamb, Kenji Kawaguchi, Xin Li, Romain Laroche, Yoshua Bengio, Remi Tachet des Combes
Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning. CoRR (2022)
Xin Li, Hongyu Zang, Xiaoyun Yu, Hao Wu, Zijian Zhang, Jiamou Liu, Mingzhong Wang
On improving knowledge graph facilitated simple question answering system. Neural Comput. Appl. 33 (16) (2021)
Hongyu Zang, Xin Li, Mingzhong Wang
SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning. CoRR (2021)
Li Zhang, Xin Li, Sen Chen, Hongyu Zang, Jie Huang, Mingzhong Wang
Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal. AAAI (2020)
Zhiwei Yu, Hongyu Zang, Xiaojun Wan
Homophonic Pun Generation with Lexically Constrained Rewriting. EMNLP (1) (2020)
Zhiwei Yu, Hongyu Zang, Xiaojun Wan
Routing Enforced Generative Model for Recipe Generation. EMNLP (1) (2020)
Hongyu Zang, Xiaojun Wan
A Semi-Supervised Approach for Low-Resourced Text Generation. CoRR (2019)
Rui Ye, Xin Li, Yujie Fang, Hongyu Zang, Mingzhong Wang
A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment. IJCAI (2019)
Hongyu Zang, Zhiwei Yu, Xiaojun Wan
Automated Chess Commentator Powered by Neural Chess Engine. CoRR (2019)
Hongyu Zang, Zhiwei Yu, Xiaojun Wan
Automated Chess Commentator Powered by Neural Chess Engine. ACL (1) (2019)
Hongyu Zang, Xiaojun Wan
Massive Styles Transfer with Limited Labeled Data. CoRR (2019)
Hongyu Zang, Xiaojun Wan
Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores. INLG (2017)