| 2026 | AAAI | Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates. | Shuaimin Li, Liyang Fan, Yufang Lin, Zeyang Li, Xian Wei, Shiwen Ni, Hamid Alinejad-Rokny, Min Yang |
| 2026 | ACL | Self-SoftCoT: A Self-Consistent Framework via Position-Aware Latent Space Reinforcement Learning. | Liangliang Dong, Lianlei Shan, Shuaimin Li |
| 2026 | ACL | WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization. | Kunpeng Kang, Shuaimin Li, Kaiyuan Zhang, Luyang Zhang, Jiasheng Si, Bing Xu, Kehai Chen, Muyun Yang, Wenpeng Lu |
| 2026 | ACL | SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models. | Shuaimin Li, Liyang Fan, Zeyang Li, Zhuoyue Wan, Yufang Lin, Shiwen Ni, Feiteng Fang, Hamid Alinejad-Rokny, Yuanfeng Song, Kun Jing, Chen Jason Zhang, Min Yang |
| 2026 | ACL | CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs. | Siyi Li, Jiajun Shi, Shiwen Ni, Ge Zhang, Shuaimin Li, Shijian Wang, Zhoufutu Wen, Yizhi Li, Hamid Alinejad-Rokny, Jiaheng Liu, Min Yang, Wenhao Huang |
| 2026 | ICDE | VisPoison: An Effective Backdoor Attack Framework for Tabular Data Visualization Models. | Shuaimin Li, Chen Jason Zhang, Xuanang Chen, Anni Peng, Zhuoyue Wan, Yuanfeng Song, Shiwen Ni, Min Yang, Fei Hao, Raymond Chi-Wing Wong |
| 2026 | ICDE | OsmT: Bridging Openstreetmap Queries and Natural Language With Open-Source Tag-Aware Language Models. | Zhuoyue Wan, Wentao Hu, Chen Jason Zhang, Yuanfeng Song, Shuaimin Li, Ruiqiang Xiao, Xiao-Yong Wei, Raymond Chi-Wing Wong |
| 2025 | ACL | MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation. | Zhiqian Qin, Yuanfeng Song, Jinwei Lu, Yuanwei Song, Shuaimin Li, Chen Jason Zhang |
| 2025 | EMNLP | RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models. | Luyang Zhang, Shuaimin Li, Yishuo Li, Kunpeng Kang, Kaiyuan Zhang, Cong Wang, Wenpeng Lu |
| 2025 | EMNLP | MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation. | Kaiyuan Zhang, Qian Liu, Luyang Zhang, Chaoqun Zheng, Shuaimin Li, Bing Xu, Muyun Yang, Xinxiao Qiao, Wenpeng Lu |
| 2025 | ICDE | DataVisT5: A Pre-Trained Language Model for Jointly Understanding Text and Data Visualization. | Zhuoyue Wan, Yuanfeng Song, Shuaimin Li, Chen Jason Zhang, Raymond Chi-Wing Wong |
| 2023 | IJCNN | A Novel Clinical Trial Prediction-Based Factual Inconsistency Detection Approach for Medical Text Summarization. | Shuaimin Li, Jungang Xu |
| 2022 | DASFAA | KAAS: A Keyword-Aware Attention Abstractive Summarization Model for Scientific Articles. | Shuaimin Li, Jungang Xu |
| 2021 | ICSE | TRANSREGEX: Multi-modal Regular Expression Synthesis by Generate-and-Repair. | Yeting Li, Shuaimin Li, Zhiwu Xu, Jialun Cao, Zixuan Chen, Yun Hu, Haiming Chen, Shing-Chi Cheung |
| 2018 | APWEB | A Recurrent Neural Network Language Model Based on Word Embedding. | Shuaimin Li, Jungang Xu |