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、知识图谱等。

1. ​某创客大赛，一等奖 ，2023

2. 2023首届全国智博论坛，优秀论文，二等奖，2023

3. 获2023年度中国科学院软件研究所质量先进个人荣誉称号，2023

4. 中国国防科学技术信息学会第十五届学术年会 - 大模型国防应用创意陈述大赛 - 三等奖，2023
   "基于大模型的仿真实验智能设计与分析框"

5. 高等学校教师资格证书，北京市教育委员会，中国科学院大学，2023

6. 中国科学院青年创新促进会会员（青促会会员），2023

7. 中国科学院软件研究所优秀青年（优青）， 2023

8. 获2022年度中国科学院软件研究所质量先进个人荣誉称号,2022

9. 全国知识图谱与语义计算大会 （CCKS2021） 
   面向无人机系统的垂直领域知识图谱构建技术竞赛 - 第一名，2021

1. 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.

2. 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.

3. 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)

4. Shoubin Li and Tao Luan: A Joint Model of Entity Linking for RFC Protocols Knowledge Graph Construction, ijetaa, vol. 1, no. 1, Feb. 2024.

5. Lulong He, Xi Wu, Jingyu Yang, Shoubin Li, Yuqiang Wu: Knowledge Centralization Construction and Application Method for Joint Operation Experiment. 2023 Smart Expo.

6. 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.

7. Zhangchi Gao, Shoubin Li*, Huiqin Jiang, Kai Huang, Jingyu Yang: Information Joint Extraction Model Based on Feature Sharing. 2023 Smart Expo. *Corresponding author

8. Xuran Ming, Shoubin Li*, Huiqin Jiang, Yi Ren: LLM4Label: Automatic Text Data Annotation Method Based on Large Model. 2023 Smart Expo. *Corresponding author

9. 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

10. Hao Qin, Shoubin Li*, Huiqin Jiang, Yi Ren: Prompt Optimization Method for Large Language Model with Long Text Input. 2023 Smart Expo. *Corresponding author

11. Zhiyuan Chang, Mingyang Li, Qing Wang, Shoubin Li, Junjie Wang. Cross-Domain Requirements Linking via Adversarial-based Domain Adaptation, ICSE 2023. 

12. 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.

13. Yuhu Su, Junjie Wang, Qing Wang, Shoubin Li. The Metamorphosis: Automatic Detection of Scaling Issues for Mobile Apps, ASE 2022.

14. 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.

15. 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.

16. 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.

17. Yuanzhe Hu, Junjie Wang, Shoubin Li, Jun Hu, Qing Wang.Response Time Constrained Code Reviewer Recommendation. Journal of Software, 32(11):3372-3387, 2021.

18. 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.

19. 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.

20. 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.

21. 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. 基于富文本的预标注前端可视化实现方法及系统. CN 116244476A. 2023.

2. 基于多层次语义的科技文献区块功能识别方法及装置.  CN116050395A. 2023.

3. 一种针对移动应用的界面缩放缺陷自动检测技术及电子装置. CN115357490A. 2022.

4. 一种自动穿综机纱线异常检测与控制方法.2022. CN114187595A.

5. 一种视频高速采集与处理电路结构. 2022. CN216249232U.

6. 基于视觉特征和语义特征融合的文档布局识别方法及系统. 2022. CN114187595A. 
   

7. 一种视频高速采集与处理电路结构. 2021. CN216249232U.

8. 基于小样本学习的网络协议实体抽取方法与系统. 2021. CN113343697A. 

9. 基于领域知识库的计算机网络协议实体链接方法和系统. 2020. CN111259087A. 

10. 试验鉴定小样本文本的命名实体识别方法. 2021. CN113673248A. 

11. 文本数据的离线众包标注方法. 2021. CN113673957A. 

12. 基于自学习模式的综丝分离检测系统及方法. 2020. CN110865084A.

13. 一种基于视觉传感器的机器人定位与避障方法. 2019. CN110260866A.

14. 基于人脸特征点识别的颜值计算方法.2018. CN108629336A.

1. 2023年01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，技术副总师。