Zang, Hongyu

12 publications

ICML 2025 Learning Fused State Representations for Control from Multi-View Observations Zeyu Wang, Yao-Hui Li, Xin Li, Hongyu Zang, Romain Laroche, Riashat Islam

ICML 2024 Learning Latent Dynamic Robust Representations for World Models Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam

ICLR 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

ICML 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

AISTATS 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

NeurIPS 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

AAAI 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

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

NeurIPS 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

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

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

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