ML Anthology

Mei, Songzhu

5 publications

ICLR 2026 MAGE: Multi-Scale Autoregressive Generation for Offline Reinforcement Learning Chenxing Lin, Xinhui Gao, Haipeng Zhang, Xinran Li, Haitao Wang, Songzhu Mei, Chenglu Wen, Weiquan Liu, Siqi Shen, Cheng Wang
ICML 2025 GradPS: Resolving Futile Neurons in Parameter Sharing Network for Multi-Agent Reinforcement Learning Haoyuan Qin, Zhengzhu Liu, Chenxing Lin, Chennan Ma, Songzhu Mei, Siqi Shen, Cheng Wang
NeurIPS 2025 PlanU: Large Language Model Reasoning Through Planning Under Uncertainty Ziwei Deng, Mian Deng, Chenjing Liang, Zeming Gao, Chennan Ma, Chenxing Lin, Haipeng Zhang, Songzhu Mei, Siqi Shen, Cheng Wang
NeurIPS 2024 The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization Haoyuan Qin, Chennan Ma, Mian Deng, Zhengzhu Liu, Songzhu Mei, Xinwang Liu, Cheng Wang, Siqi Shen
NeurIPS 2023 RiskQ: Risk-Sensitive Multi-Agent Reinforcement Learning Value Factorization Siqi Shen, Chennan Ma, Chao Li, Weiquan Liu, Yongquan Fu, Songzhu Mei, Xinwang Liu, Cheng Wang