| 2026 | ACL | DataSage: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning. | Xiaochuan Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen |
| 2026 | ACL | UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data. | Han Weng, Zhou Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen, Wentao Zhang |
| 2025 | COLING | Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness. | Yi Zhan, Longjie Cui, Han Weng, Guifeng Wang, Yu Tian, Boyi Liu, Yingxiang Yang, Xiaoming Yin, Jiajun Xie, Yang Sun |
| 2025 | EMNLP | Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward. | Han Weng, Puzhen Wu, Longjie Cui, Yi Zhan, Boyi Liu, Yuanfeng Song, Dun Zeng, Yingxiang Yang, Qianru Zhang, Dong Huang, Xiaoming Yin, Yang Sun, Xing Chen |
| 2008 | ICIP | Combination of MR surface coil images using weighted constrained least squares. | S. Derin Babacan, Xiaoming Yin, Andrew C. Larson, Aggelos K. Katsaggelos |
| 2006 | ISDA | An Improved Method on Nearest-neighbor Clustering Learning in Self-adaptive Fuzzy Identification. | Xiaoming Yin, Xingsheng Gu |