| 2026 | ACL | Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning. | Hengwei Liu, Haoyuan Ma, Qingqing Lyu, Daoxin Zhang, Yao Hu, Yongliang Shen, Yin Zhang, Weiming Lu |
| 2026 | ACL | AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs. | Qingqing Lyu, Linjuan Wu, Yongliang Shen, Hengwei Liu, Hao Li, Shengpei Jiang, Yin Zhang, Weiming Lu |
| 2025 | EMNLP | Logic: Long-form Outline Generation via Imitative and Critical Self-refinement. | Hengwei Liu, Yongliang Shen, Zhe Zheng, Haoyuan Ma, Xingyu Wu, Yin Zhang, Weiming Lu |
| 2025 | EMNLP | DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL. | Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu |
| 2023 | ICANN | A Cross-Modal View to Utilize Label Semantics for Enhancing Student Network in Multi-label Classification. | Yuzhuo Qin, Hengwei Liu, Xiaodong Gu |
| 2021 | ICANN | Towards Image Retrieval with Noisy Labels via Non-deterministic Features. | Hengwei Liu, Jinyu Ma, Xiaodong Gu |