大模型、人工智能基础理论、图像视频分析与理解、自然语言理解、知识图谱、仿真推演等。

2026/02 中国科学院 特聘研究岗

2026/01 中国仿真学会 复杂系统建模与仿真专业委员会

2025/05 中国指挥控制学会 大模型与决策智能专委会委员

2024/01 中国科学院软件研究所 优秀青年人才

2023/01 中国科学院 青年创新促进会会员

2015/08 智能博弈重点实验室

2013/07 —  2015/07 百度 算法研究员

1. 明旭冉,师一龙,栾涛,李守斌,何吕龙,KGSIM:融合知识图谱约束的大模型驱动仿真想定构建方法,第十八届中国仿真大会,2026
2. Jianming Chen, Yawen Wang, Junjie Wang, Xiaofei Xie, Shoubin Li, Qing Wang, Fanjiang Xu. Where Did It Go Wrong? Capability-Oriented Failure Attribution for Vision-and-Language Navigation Agents, ACL 2026
3. Jie Huang, Xin Liao, Junjie Wang, Mingyang Li, Wenshuo Wang, Ziyou Jiang, Shoubin Li, Qing Wang.SAGE: Synergistic Adaptive Gating of Experts for Hateful Video Detection, ACL 2026
4. Jie Huang, Junjie Wang, Xin Liao, Ziyou Jiang Wenshuo Wang, Shoubin Li, Qing Wang: Generative Text-to-Image Retrieval via Hierarchical Identifiers and Semantic Internalization, ACL 2026
5. 基于多智能体协同的仿真想定解析与脚本生成方法,指控学会,大模型与决策智能大会,2025
6. Fangwen Mu, Junjie Wang, Lin Shi, Song Wang, Shoubin Li, Qing Wang: EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair. CoRR abs/2506.10484 (FSE 2026)
7. Xuyan Ma, Yawen Wang, Junjie Wang, Xiaofei Xie, Boyu Wu, Shoubin Li, Fanjiang Xu, Qing Wang: Robust Multi-agent Communication Based on Decentralization-Oriented Adversarial Training. CoRR abs/2504.21278 (2025)
8. Xuyan Ma, Yawen Wang, Junjie Wang, Xiaofei Xie, Boyu Wu, Guang yanyi, Shoubin Li, Fanjiang Xu, and Qing Wang. Diversity-Oriented Testing for Competitive Game Agent via Constraint-Guided Adversarial Agent Training,  Transactions on Software Engineering, Oct 2024.
9. Xuyan Ma, Yawen Wang, Junjie Wang, Xiaofei Xie, Boyu Wu, Shoubin Li, Fanjiang Xu, and Qing Wang. Enhancing Multi-agent System Testing with Diversity-Guided Exploration and Adaptive Critical State Exploitation. ISSTA 2024
10. Zhangchi Gao , Shoubin Li* and Kai Huang. LD-DOC: Light-weight Domain-Adaptive Document Layout Analysis, Document Analysis Systems (DAS2024)
11. Yangyang Liu and Shoubin Li*: AutoIE: An Automated Framework for Information Extraction from Scientific Literature, the 17th International Conference on Knowledge Science, Engineering and Management (KSEM 2024). 
12. Xuran Ming, Shoubin Li* and Lvlong He: AutoLabel: Automated Textual Data Annotation Method based on Active Learning and Large Language Model, the 17th International Conference on Knowledge Science, Engineering and Management (KSEM 2024).  
13. Jingyu Yang, Hao Xu, Longxiao Wang, Xuran Ming and  Shoubin Li.Generating Evaluation Criteria of Domain-Specific Large Language Model Using Word Vector Clustering. 24th IEEE International Conference on Software Quality, Reliability and Security (QRS 2024), 2024.
14. Junjie Wang, Shoubin Li, Qing Wang. Do Agents Behave Aligned with Human Instructions? - An Automated Assessment Approach. 24th IEEE International Conference on Software Quality, Reliability and Security (QRS 2024), 2024.
15. Shoubin Li, Zhiyuan Chang, Yangyang Liu, Joint Extraction of Entities and Relations Based on Multi-feature Fusion : International Journal of Emerging Technologies and Advanced Applications: Vol. 1 No. 1 (2024)
16. Shoubin Li and Tao Luan: A Joint Model of Entity Linking for RFC Protocols Knowledge Graph Construction, ijetaa, vol. 1, no. 1, Feb. 2024.
17. Lulong He, Xi Wu, Jingyu Yang, Shoubin Li, Yuqiang Wu: Knowledge Centralization Construction and Application Method for Joint Operation Experiment. 2023 Smart Expo.
18. Yi Ren, Wen Zhou, Wang Ding, Yikai Wang, Shoubin Li: Efficient Fine-tuning Method for Pre-training Models with Small Sample Size. 2023 Smart Expo.
19. Zhangchi Gao, Shoubin Li*, Huiqin Jiang, Kai Huang, Jingyu Yang: Information Joint Extraction Model Based on Feature Sharing. 2023 Smart Expo. *Corresponding author
20. Xuran Ming, Shoubin Li*, Huiqin Jiang, Yi Ren: LLM4Label: Automatic Text Data Annotation Method Based on Large Model. 2023 Smart Expo. *Corresponding author
21. Yi Ren, Kai Huang, Songling Yang, Shoubin Li*, Yonghong Hou: Portfolio Decision Model for Project Investment Based on Reinforcement Learning Actor-Critic Framework. 2023 Smart Expo. *Corresponding author
22. Hao Qin, Shoubin Li*, Huiqin Jiang, Yi Ren: Prompt Optimization Method for Large Language Model with Long Text Input. 2023 Smart Expo. *Corresponding author
23. Zhiyuan Chang, Mingyang Li, Qing Wang, Shoubin Li, Junjie Wang. Cross-Domain Requirements Linking via Adversarial-based Domain Adaptation, ICSE 2023. 
24. Zhiyuan Chang, Mingyang Li, Junjie Wang, Qing Wang, Shoubin Li. Putting Them under Microscope: A Fine-grained Approach for Detecting Redundant Test Cases in Natural Language, ESEC/FSE 2022.
25. Yuhu Su, Junjie Wang, Qing Wang, Shoubin Li. The Metamorphosis: Automatic Detection of Scaling Issues for Mobile Apps, ASE 2022.
26. Shoubin Li, Xuyan Ma, Shuaiqun Pan, Jun Hu, Lin Shi, Qing Wang. VTLayout: Fusion of Visual and Text Features for Document Layout Analysis. 18th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2021), pages 308-322, 2021.
27. Shoubin Li, Qing Wang. A hybrid approach to recognize generic sections in scholarly documents.  International Journal on Document Analysis and Recognition (IJDAR 2021), pages 339–348, 2021.
28. 李守斌, 刘星宇, 孙悦, 汪振兴.  面向无人机系统的垂直领域知识图谱构建. 第十五届全国知识图谱与语义计算大会 (CCKS2021), pages 86, 2021.
29. Yuanzhe Hu, Junjie Wang, Shoubin Li, Jun Hu, Qing Wang.Response Time Constrained Code Reviewer Recommendation. Journal of Software, 32(11):3372-3387, 2021.
30. Lin Shi, Mingzhe Xing, Mingyang Li, Yawen Wang, Shoubin Li, Qing Wang. Detection of hidden feature requests from massive chat messages via deep siamese network. 42th IEEE/ACM International Conference on Software Engineering (ICSE 2020), pages 641-653, 2020.
31. Yuanzhe Hu, Junjie Wang, Jie Hou, Shoubin Li, Qing Wang. Is There A" Golden" Rule for Code Reviewer Recommendation?:—An Experimental Evaluation. 20th IEEE International Conference on Software Quality, Reliability and Security (QRS 2020), pages 497-508, 2020.
32. Lin Shi, Celia Chen, Qing Wang, Shoubin Li, Barry Boehm. Understanding feature requests by leveraging fuzzy method and linguistic analysis. 32th IEEE/ACM International Conference on Automated Software Engineering(ASE 2017), pages 440-450, 2017.
33. Tao Yang,Lin Shi,Mengdie Song, Shoubin Li, Qing Wang. Design and implementation of process management system supporting multi-tool collaboration. Journal of Computer Applications, 37(7):2019-2026, 2017.

1. 《统计法规标准知识管理工具开发及应用》，兵器工业出版社，ISBN 978-7-5181-0878-7

1. 2023年01月-2025年10月，某综合集成研讨环境平台，国家重大工程，负责人。
2. 2021年04月-2022年12月，XX云平台，国家重大工程，副总师。