Zhang, Yudi

12 publications

NeurIPS 2025 Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems Hao Liang, Shuqing Shi, Yudi Zhang, Biwei Huang, Yali Du

TMLR 2025 Large Action Models: From Inception to Implementation Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, He Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

TMLR 2025 MACCA: Offline Multi-Agent Reinforcement Learning with Causal Credit Assignment Ziyan Wang, Yali Du, Yudi Zhang, Meng Fang, Biwei Huang

ICLR 2025 RuAG: Learned-Rule-Augmented Generation for Large Language Models Yudi Zhang, Pei Xiao, Lu Wang, Chaoyun Zhang, Meng Fang, Yali Du, Yevgeniy Puzyrev, Randolph Yao, Si Qin, Qingwei Lin, Mykola Pechenizkiy, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

NeurIPSW 2024 A Causality-Inspired Spatial-Temporal Return Decomposition Approach for Multi-Agent Reinforcement Learning Yudi Zhang, Yali Du, Biwei Huang, Meng Fang, Mykola Pechenizkiy

AAAI 2024 Large Language Models Are Neurosymbolic Reasoners Meng Fang, Shilong Deng, Yudi Zhang, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang

NeurIPSW 2024 MACCA: Offline Multi-Agent Reinforcement Learning with Causal Credit Assignment Ziyan Wang, Yali Du, Yudi Zhang, Meng Fang, Biwei Huang

ICLR 2024 Multimodal Molecular Pretraining via Modality Blending Qiying Yu, Yudi Zhang, Yuyan Ni, Shikun Feng, Yanyan Lan, Hao Zhou, Jingjing Liu

ICLRW 2024 Neural ODE for Multi-Channel Attribution Yudi Zhang, Oshry Ben-Harush, Xin Liang, Siyu Zhu

NeurIPS 2023 COOM: A Game Benchmark for Continual Reinforcement Learning Tristan Tomilin, Meng Fang, Yudi Zhang, Mykola Pechenizkiy

NeurIPS 2023 Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach Yudi Zhang, Yali Du, Biwei Huang, Ziyan Wang, Jun Wang, Meng Fang, Mykola Pechenizkiy

AAAI 2023 RSPT: Reconstruct Surroundings and Predict Trajectory for Generalizable Active Object Tracking Fangwei Zhong, Xiao Bi, Yudi Zhang, Wei Zhang, Yizhou Wang