个人简介：

刘井平，中山大学软件工程学院副教授、博士生导师，毕业于复旦大学计算机科学技术学院，并于2025年11月入职中山大学（曾任职于上海华东理工大学）。主要研究方向包括大模型训练与推理、大模型智能体以及自然语言处理等。主持国家自然科学基金青年项目、上海市基础研究特区等科研课题，入选上海市青年科技英才“扬帆计划”。主持华为、美团、上海瑞金医院等头部互联网企业与医院的横向课题，并以技术负责人身份参与蚂蚁、华为、美团、阿里等企业的多项科研合作，多项研究成果已成功上线应用并形成CCF A类会议和期刊论文发表。近五年在CCF A/B类及中科院一区/二区期刊会议上发表论文70余篇，其中以第一作者或通讯作者身份发表CCF A类及中科院一区论文近30篇，代表性成果发表于 AI Journal、IEEE TKDE、AAAI、ICDE、SIGIR、ACM MM、WWW、KDD、ACL、IPM 等国际顶级会议和期刊，并荣获 AAAI 2025 Deploy Application Award 和 CIKM 2022 Best Short Paper Award，谷歌学术引用量2600+。

研究方向：

大模型训练与推理、大模型智能体、自然语言处理、知识图谱

研究与招生：

每年招收 2–3 名推免或统考硕士研究生、1–2 名博士研究生，并欢迎优秀博士后来组开展科研工作。

欢迎有意保送或报考中山大学软件工程学院研究生的同学与我联系！来信请附上个人简历及本科阶段成绩单等材料。同时，也诚挚欢迎对科研充满热情、具有探索精神的本校大二、大三同学加入课题组，共同开展前沿研究。

联系方式：liujp68@mail.sysu.edu.cn

主要科研项目：

2024-2026 国家自然科学基金青年项目，主持

2023-2025 上海市基础研究特区项目，主持

2023-2026 上海市青年科技英才“扬帆计划”，主持

2025-2026 华为合作项目，主持

2025-2026 美团合作项目，主持

2023-2024 上海瑞金医院合作项目，主持

2023-2024 迪爱斯合作项目，主持

2022-2024 电信5所合作项目，主持

2023-2025年代表性论文（一作或通讯）：

1. 【CCF A类】Jingping Liu, Ziyan Liu, Zhedong Cen, Yan Zhou, Yinan Zou, Weiyan Zhang, Haiyun Jiang, and Tong Ruan. Can Multimodal Large Language Models Understand Spatial Relations? (ACL main 2025)
2. 【CCF A类】Qi Ye, Guangya Yu, Jingping Liu, Erzhen Chen, Chenjie Dong, Xiaosheng Lin, Zelei Liu, Han Yu, and Tong Ruan. IMQC: A Large Language Model Platform for Medical Quality Control (AAAI 2025)
3. 【CCF A类】Dongge Xue, Zhili Pu, Zhentao Xia, Hongli Sun, Ruihui Hou, Guangya Yu, Yupian Lin, Yongqi Fan, Jingping Liu, and Tong Ruan. Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query (ACL main 2025)
4. 【CCF A类】Xianyang Tian, Xiang Xu, Chao Wang, Tong Ruan, Baohua Wu, Maofei Que, Shenghua Ni, Zhuoran Zhuang, and Jingping Liu.Towards Explainable Search Results in E-commerce(WWW 2025)
5. 【CCF A类】Ziyan Liu, Junwen Li, Kaiwen Li, Tong Ruan, Chao Wang, Xinyan He, Zongyu Wang, Xuezhi Cao, and Jingping Liu. I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking (ACM MM 2025)
6. 【中科院一区】Luolin Xiong, Haofen Wang, Xi Chen, Lu Sheng, Yun Xiong, Jingping Liu, Yanghua Xiao, Huajun Chen, Qing-Long Han, and Yang Tang. DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models (IEEE/CAA Journal of Automatica Sinica 2025)
7. 【中科院一区】Ruihui Hou, Shencheng Chen, Yongqi Fan, Guangya Yu, Lifeng Zhu, Jing Sun, Jingping Liu, and Tong Ruan. MSDiagnosis: A Benchmark and Framework for Evaluating Large Language Models in Multi-Step Clinical Diagnosis (KBS 2025)
8. 【CCF B类】Yuang Bian, Yupian Lin, Jingping Liu, and Tong Ruan. PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs (COLING 2025)
9. 【中科院二区】Ruihui Hou, Xiaojun Wang, Weiyan Zhang, Zhexin Song, Kai Wang, Yifei Chen, Jingping Liu, and Tong Ruan. Decision Tree Extraction for Clinical Decision Support System with if-Else Pseudocode and PlanSelect Strategy (IEEE JBHI 2025)
10. 【中文CCF A类】刘井平,岑哲栋, 张维彦, 阮彤, 王超, 王昊奋. 基于生成模型的开放域关系推理方法(计算机研究与发展2025)
11. 【中文CCF A类】童翰文, 钱羽希, 刘井平, 梁祖杰, 肖仰华, 韦峰, 郝正鸿, 韩冰. 带有差异化机制的多视角归纳式知识图谱补全框架(软件学报 2025)
12. 【CCF A类】Jingping Liu, Mingchuan Zhang, Weichen Li, Chao Wang, Shuang Li, Haiyun Jiang, Sihang Jiang, Yanghua Xiao, and Yunwen Chen. Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding (AAAI 2024)
13. 【CCF A类】Jingping Liu, Tao Chen, Hao Guo, Chao Wang, Haiyun Jiang, Yanghua Xiao, Xiang Xu, and Baohua Wu. Exploiting Duality in Aspect Sentiment Triplet Extraction with Sequential Prompting (TKDE 2024)
14. 【CCF A类】Jingping Liu, Lihan Chen, Sihang Jiang, Chao Wang, Sheng Zhang, Jiaqing Liang, Yanghua Xiao, and Rui Song. A Crossword Solving System Based on Monte Carlo Tree Search (AIJ 2024)
15. 【CCF A类】Yongqi Fan, Yansha Zhu, Kui Xue, Jingping Liu, and Tong Ruan. RR-Norm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-DrivenTerminology Component Recognition and Reconstruction (ACL findings 2024)
16. 【CCF A类】Weiyan Zhang, Wanpeng Lu, Jiacheng Wang, Yating Wang, Lihan Chen, Haiyun Jiang, Jingping Liu, and Tong Ruan. Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction (ACL findings 2024)
17. 【CCF A类】Weiyan Zhang, Jiacheng Wang, Chuang Chen, Wanpeng Lu, Wen Du, Haofen Wang, Jingping Liu, and Tong Ruan. A Bidirectional Extraction-then-Evaluation Framework for Complex Relation Extraction (TKDE 2024)
18. 【中科院一区】Jingping Liu, Xianyang Tian, Hanwen Tong, Chenhao Xie, Tong Ruan, Lin Cong, Baohua Wu, and Haofen Wang. Enhancing Chinese Abbreviation Prediction with LLM Generation and Contrastive Evaluation (IPM 2024)
19. 【CCF A类】Jingping Liu, Juntao Liu, Lihan Chen, Jiaqing Liang, Yanghua Xiao, Huimin Xu, Fubao Zhang, Zongyu Wang, and Rui Xie. Noun Compound Interpretation with Relation Classification and Paraphrasing (TKDE 2023)
20. 【CCF A类】Zhiang Yue, Jingping Liu, Cong Zhang, Chao Wang, Haiyun Jiang, Yue Zhang, Xianyang Tian, Zhedong Cen, Yanghua Xiao, and Tong Ruan. MA-MRC: A Multi-answer Machine Reading Comprehension Dataset (SIGIR Short Paper 2023)
21. 【CCF A类】Tinghui Zhu, Jingping Liu, Jiaqing Liang, Haiyun Jiang, Yanghua Xiao, Zongyu Wang, Rui Xie, and Yunsen Xian. Towards Visual Taxonomy Expansion (ACM MM 2023)
22. 【CCF A类】Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, and Jian Zhong. GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation (AAAI 2023)
23. 【CCF A类】Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, and Shenghua Ni. QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search (KDD 2023)
24. 【CCF A类】Yupian Lin, Tong Ruan, Jingping Liu, and Haofen Wang. A Survey on Neural Data-to-Text Generation (TKDE 2023)
25. 【CCF A类】Sheng You, Chao Wang, Baohua Wu, Jingping Liu, Quan Lu, Guanzhou Han, and Yanghua Xiao. What Image do You Need? A Two-stage Framework for Image Selection in E-commerce (WWW 2023)
26. 【CCF A类】Jingsong Yang, Guanzhou Han, Deqing Yang, Jingping Liu, Yanghua Xiao, Xiang Xu, Baohua Wu, and Shenghua Ni. M3PT: A Multi-Modal Model for POI Tagging (KDD 2023)
27. 【中科院一区】Tianyu Wu, Shizhu He, Jingping Liu, Siqi Sun, Kang Liu, Qing-Long Han, and Yang Tang. A brief overview of ChatGPT: the history, status quo and potential future development (IEEE/CAA Journal of Automatica Sinica 2023)
28. 【CCF B类】Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao, and Bing Han. Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning (CIKM 2023)
29. 【CCF B类】Zhen Chen, Jingping Liu, Deqing Yang, Yanghua Xiao, Huimin Xu, Zongyu Wang, Rui Xie, and Yunsen Xian. Exploiting Duality in Open Information Extraction with Predicate Prompt (WSDM 2023)
30. 【CCF B类】Weiyan Zhang, Chuang Chen, Jiacheng Wang, Jingping Liu, and Tong Ruan. A co-adaptive duality-aware framework for biomedical relation extraction (Bioinformatics 2023)
31. 【CCF B类】Peihong Hu, Qi Ye, Weiyan Zhang, Jingping Liu, and Tong Ruan. Integration of Multiple Terminology Bases: A Multi-View Alignment Method Using the Hierarchical Structure (Bioinformatics 2023)
32. 【中科院二区】Chao Wang, Jingping Liu, Juntao Liu, and Wei Wang. Inference of isA commonsense knowledge with lexical taxonomy (Applied Intelligence 2023)
33. 【中科院二区】Chao Wang, Tinghui Zhu, Zhixu Li, Jingping Liu. SLR: A Million-Scale Comprehensive Crossword Dataset for Simultaneous Learning and Reasoning (Neurocomputing 2023)