Shi, Rongye

5 publications

TMLR 2026 Interference-Aware K-Step Reachable Communication in Multi-Agent Reinforcement Learning Ziyu Cheng, Jinsheng Ren, Jun Yang, Zhouxian Jiang, Chenzhihang Li, Rongye Shi, Bin Liang

ICML 2025 OmniArch: Building Foundation Model for Scientific Computing Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Rongye Shi, Shanghang Zhang, Jianxin Li

AAAI 2024 Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning Xin Yu, Rongye Shi, Pu Feng, Yongkai Tian, Simin Li, Shuhao Liao, Wenjun Wu

ECML-PKDD 2021 OBELISC: Oscillator-Based Modelling and Control Using Efficient Neural Learning for Intelligent Road Traffic Signal Calculation Cristian Axenie, Rongye Shi, Daniele Foroni, Alexander Wieder, Mohamad Al Hajj Hassan, Paolo Sottovia, Margherita Grossi, Stefano Bortoli, Götz Brasche

AAAI 2021 Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed by Second-Order Traffic Models Rongye Shi, Zhaobin Mo, Xuan Di