| 2026 | ACL | Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards. | Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu |
| 2026 | ACL | AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use. | Yuanjie Lyu, Chengyu Wang, Haonan Zheng, Yuanhao Yue, Junbing Yan, Ming Wang, Jun Huang |
| 2026 | MMM | Towards Effective Long-Video Event Prediction via Multi-level Event Semantics Mining. | Bo Peng, Yuanjie Lyu, Penggang Qin, Tong Xu |
| 2025 | ACL | Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks. | Yuanjie Lyu, Chao Zhang, Yuhao Chen, Yong Chen, Tong Xu |
| 2025 | EMNLP | Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection. | Yuhao Chen, Yuanjie Lyu, Shuochen Liu, Chao Zhang, Junhui Lv, Tong Xu |
| 2025 | KSEM | Generating Event-Oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM. | Yuanjie Lyu, Tong Xu, Zihan Niu, Bo Peng, Jing Ke |
| 2024 | EMNLP | Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation. | Yuanjie Lyu, Zihan Niu, Zheyong Xie, Chao Zhang, Tong Xu, Yang Wang, Enhong Chen |
| 2024 | WISE | Enhancing Complex Question Answering via LLM Pseudo-Document and Adaptive Retrieval. | Jin Zhou, Zhi Zheng, Yuanjie Lyu, Tong Xu |
| 2022 | CIKM | Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer. | Yuanjie Lyu, Chen Zhu, Tong Xu, Zikai Yin, Enhong Chen |