| 2025 | ACL | Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System. | Haoqi Zheng, Dong Wang, Silin Yang, Yunpeng Qi, Ruochun Jin, Liyang Xu |
| 2025 | CogSci | TableCritic: Refine Table Reasoning via Self-Criticism and Tool Library. | Ruochun Jin, Dong Wang, Xiyue Wang, Haoqi Zheng |
| 2025 | EMNLP | TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering. | Ruochun Jin, Xiyue Wang, Dong Wang, Haoqi Zheng, Yunpeng Qi, Silin Yang, Meng Zhang |
| 2025 | ICASSP | TimeRAG: Boosting LLM Time Series Forecasting via Retrieval-Augmented Generation. | Silin Yang, Dong Wang, Haoqi Zheng, Ruochun Jin |
| 2025 | IJCNN | Enhancing Vector Data Quality through Negative Learning for Retrieval-augmented Large Models. | Limei Yao, Kexin Ma, Ruochun Jin, Haoqi Zheng, Dong Wang |
| 2024 | ACL | POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation. | Shilong Pan, Zhiliang Tian, Liang Ding, Haoqi Zheng, Zhen Huang, Zhihua Wen, Dongsheng Li |
| 2023 | EMNLP | Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. | Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao |