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2020 – today
- 2024
[c14]Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam:
Learning Latent Dynamic Robust Representations for World Models. ICML 2024- [i11]Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam
:
Learning Latent Dynamic Robust Representations for World Models. CoRR abs/2405.06263 (2024) - 2023
- [c13]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: 10754-10761 - [c12]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: 8699-8722 - [c11]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 - [c10]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: 14390-14421 - [c9]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 - [i10]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 abs/2310.16655 (2023) - [i9]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 abs/2310.17139 (2023) - 2022
- [j2]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): 7:1-7:22 (2022) - [c8]Hongyu Zang, Xin Li, Mingzhong Wang:
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning. AAAI 2022: 8997-9005 - [c7]Riashat Islam, Hongyu Zang, Anirudh Goyal, Alex 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 - [i8]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 abs/2211.00164 (2022) - [i7]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 abs/2211.00247 (2022) - [i6]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 abs/2211.00863 (2022) - [i5]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 abs/2212.13835 (2022) - 2021
- [j1]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): 10587-10596 (2021) - [i4]Hongyu Zang, Xin Li, Mingzhong Wang:
SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning. CoRR abs/2112.15303 (2021) - 2020
- [c6]Li Zhang, Xin Li, Sen Chen, Hongyu Zang, Jie Huang, Mingzhong Wang:
Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal. AAAI 2020: 6778-6785 - [c5]Zhiwei Yu, Hongyu Zang, Xiaojun Wan:
Homophonic Pun Generation with Lexically Constrained Rewriting. EMNLP (1) 2020: 2870-2876 - [c4]Zhiwei Yu, Hongyu Zang, Xiaojun Wan:
Routing Enforced Generative Model for Recipe Generation. EMNLP (1) 2020: 3797-3806
2010 – 2019
- 2019
- [c3]Hongyu Zang, Zhiwei Yu, Xiaojun Wan:
Automated Chess Commentator Powered by Neural Chess Engine. ACL (1) 2019: 5952-5961 - [c2]Rui Ye, Xin Li, Yujie Fang, Hongyu Zang, Mingzhong Wang:
A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment. IJCAI 2019: 4135-4141 - [i3]Hongyu Zang, Xiaojun Wan:
Massive Styles Transfer with Limited Labeled Data. CoRR abs/1906.00580 (2019) - [i2]Hongyu Zang, Xiaojun Wan:
A Semi-Supervised Approach for Low-Resourced Text Generation. CoRR abs/1906.00584 (2019) - [i1]Hongyu Zang, Zhiwei Yu, Xiaojun Wan:
Automated Chess Commentator Powered by Neural Chess Engine. CoRR abs/1909.10413 (2019) - 2017
- [c1]Hongyu Zang, Xiaojun Wan:
Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores. INLG 2017: 168-177
Coauthor Index
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