Huizhong Song

According to our database, Huizhong Song authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Constrained Language Model Policy Optimization via Risk-aware Stepwise Alignment.

Lijun Zhang, Lin Li, Wei Wei, Yajie Qi, Huizhong Song, Jun Wang, Yaodong Yang, Jiye Liang

CoRR, December, 2025

Goal-Guided Efficient Exploration via Large Language Model in Reinforcement Learning.

Yajie Qi, Wei Wei, Lin Li, Lijun Zhang, Zhidong Gao, Da Wang, Huizhong Song

CoRR, September, 2025

Risk-aware Direct Preference Optimization under Nested Risk Measure.

Lijun Zhang, Lin Li, Yajie Qi, Huizhong Song, Yaodong Yang, Jun Wang, Wei Wei

CoRR, May, 2025

AGOD: Enhancing Multi-Agent Generalization via Attribution-Guided Observation Dropout.

Wei Wei, Binchao Ma, Lin Li, Huizhong Song, Lijun Zhang, Fengjiao Li

Proceedings of the 2025 7th International Conference on Distributed Artificial Intelligence, 2025

2024

Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning.

Lijun Zhang, Lin Li, Wei Wei, Huizhong Song, Yaodong Yang, Jiye Liang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Set-membership Belief State-based Reinforcement Learning for POMDPs.

Wei Wei, Lijun Zhang, Lin Li, Huizhong Song, Jiye Liang

Proceedings of the International Conference on Machine Learning, 2023