| 2026 | ACL | Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization. | Yifeng Ding, Hung Le, Songyang Han, Kangrui Ruan, Zhenghui Jin, Varun Kumar, Zijian Wang, Anoop Deoras |
| 2026 | ACL | CodeScout: Contextual Problem Statement Enhancement for Software Agents. | Manan Suri, Xiangci Li, Mehdi Shojaie, Songyang Han, Chao-Chun Hsu, Shweta Garg, Aniket Anand Deshmukh, Varun Kumar |
| 2025 | IROS | Multi-Agent Reinforcement Learning Guided by Signal Temporal Logic Specifications. | Jiangwei Wang, Shuo Yang, Ziyan An, Songyang Han, Zhili Zhang, Rahul Mangharam, Meiyi Ma, Fei Miao |
| 2023 | ICRA | Uncertainty Quantification of Collaborative Detection for Self-Driving. | Sanbao Su, Yiming Li, Sihong He, Songyang Han, Chen Feng, Caiwen Ding, Fei Miao |
| 2023 | ICRA | Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios. | Zhili Zhang, Songyang Han, Jiangwei Wang, Fei Miao |
| 2022 | ICRA | Stable and Efficient Shapley Value-Based Reward Reallocation for Multi-Agent Reinforcement Learning of Autonomous Vehicles. | Songyang Han, He Wang, Sanbao Su, Yuanyuan Shi, Fei Miao |
| 2017 | IECON | Two-stage distributed energy management for islanded DC microgrid with EV parking lot. | Amro Alsabbagh, He Yin, Songyang Han, Chengbin Ma |