| 2026 | ACL | How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel. | Yongqi Tong, Xiaoyun Feng, Lyuxin Xue, Jianshe Li, Xin Zhang, Jiang-Ming Yang |
| 2026 | ACL | Understanding Conflicts in Multi-Objective Alignment through Reward Consistency. | Zhihao Xu, Yongqi Tong, Xin Zhang, Jun Zhou, Xiting Wang |
| 2025 | EMNLP | Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary. | Licheng Pan, Yongqi Tong, Xin Zhang, Xiaolu Zhang, Jun Zhou, Zhixuan Chu |
| 2025 | NAACL | BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment. | Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen |
| 2024 | ACL | Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning. | Yongqi Tong, Dawei Li, Sizhe Wang, Yujia Wang, Fei Teng, Jingbo Shang |
| 2023 | EMNLP | ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation. | Zi Lin, Zihan Wang, Yongqi Tong, Yangkun Wang, Yuxin Guo, Yujia Wang, Jingbo Shang |