Hongyu Zang

According to our database, Hongyu Zang authored at least 21 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Towards Control-Centric Representations in Reinforcement Learning from Images.

Chen Liu, Hongyu Zang, Xin Li, Yong Heng, Yifei Wang, Zhen Fang, Yisen Wang, Mingzhong Wang

CoRR, 2023

Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning.

Hongyu Zang, Xin Li, Leiji Zhang, Yang Liu, Baigui Sun, Riashat Islam, Remi Tachet des Combes, Romain Laroche

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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, Harm van Seijen, Remi Tachet des Combes, John Langford

Proceedings of the International Conference on Machine Learning, 2023

Behavior Prior Representation learning for Offline Reinforcement Learning.

Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet des Combes, Romain Laroche

Proceedings of the Eleventh International Conference on Learning Representations, 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, Anirudh Goyal, Nicolas Heess, Alex Lamb

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CHA: Categorical Hierarchy-based Attention for Next POI Recommendation.

Hongyu Zang, Dongcheng Han, Xin Li, Zhifeng Wan, Mingzhong Wang

ACM Trans. Inf. Syst., 2022

Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning.

Riashat Islam, Hongyu Zang, Anirudh Goyal, Alex Lamb, Kenji Kawaguchi, Xin Li, Romain Laroche, Yoshua Bengio, Remi Tachet des Combes

CoRR, 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, Harm van Seijen, Remi Tachet des Combes, John Langford

CoRR, 2022

Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning.

Riashat Islam, Hongyu Zang, Anirudh Goyal, Alex M. Lamb, Kenji Kawaguchi, Xin Li, Romain Laroche, Yoshua Bengio, Remi Tachet des Combes

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning.

Hongyu Zang, Xin Li, Mingzhong Wang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On improving knowledge graph facilitated simple question answering system.

Xin Li, Hongyu Zang, Xiaoyun Yu, Hao Wu, Zijian Zhang, Jiamou Liu, Mingzhong Wang

Neural Comput. Appl., 2021

SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning.

Hongyu Zang, Xin Li, Mingzhong Wang

CoRR, 2021

2020

Routing Enforced Generative Model for Recipe Generation.

Zhiwei Yu, Hongyu Zang, Xiaojun Wan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Homophonic Pun Generation with Lexically Constrained Rewriting.

Zhiwei Yu, Hongyu Zang, Xiaojun Wan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal.

Li Zhang, Xin Li, Sen Chen, Hongyu Zang, Jie Huang, Mingzhong Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Semi-Supervised Approach for Low-Resourced Text Generation.

Hongyu Zang, Xiaojun Wan

CoRR, 2019

Massive Styles Transfer with Limited Labeled Data.

Hongyu Zang, Xiaojun Wan

CoRR, 2019

A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment.

Rui Ye, Xin Li, Yujie Fang, Hongyu Zang, Mingzhong Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Automated Chess Commentator Powered by Neural Chess Engine.

Hongyu Zang, Zhiwei Yu, Xiaojun Wan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores.

Hongyu Zang, Xiaojun Wan

Proceedings of the 10th International Conference on Natural Language Generation, 2017