
职称:预聘助理教授(特别副研究员)
联系电话:
E-mail:guozheng.li@bit.edu.cn
通信地址:北京理工大学中关村校区中心教学楼1305B
个人信息
李国政,预聘助理教授、特别副研究员。2021年7月自北京大学信息科学技术学院获得博士学位并入职402am永利手机版。入选中国科协青年人才托举工程,主要研究方向为:文档智能,智能交互,可视分析,大模型应用等,在重大基础设施、金融保险科技、关键信息分析领域取得了积极的应用成果。研究成果发表在CCF-A类期刊和会议ACM KDD/CHI/UIST/CSCW, IEEE VIS/TVCG/TKDE、ICDE、ICSE和电子学报等共20余篇,获得2024年和2025年IEEE PacificVis(Journal track)最佳论文提名奖。
主持国家自然科学基金青年项目(C类)、腾讯犀牛鸟专项研究计划项目,作为北理工负责人参与国家重点研发计划“工业软件”重点专项课题、国家自然科学基金联合基金重点支持项目、国铁集团重点项目等。
每年招收2名硕士研究生。欢迎对于人机交互、自然语言处理等研究方向感兴趣、踏实认真、动手能力强的同学加入,我会认真指导每一位同学,共同学习进步,一起做有意思的研究工作。
更多信息请访问:https://guozhengli2021.github.io/homepage/
科研方向
文档智能,智能交互,可视分析,大模型应用
代表性学术成果
1. Gerile Aodeng, Guozheng Li, Yunshan Feng, Qiyang Chen, Chi Harold Liu. InReAcTable: LLM-powered Tabular Data Exploration and Storytelling. UIST2025. (CCF-A类)
2. Gerile Aodeng, Chenwei Liang, Shaokun Zhang, Qiyang Chen, Guozheng Li, Chi Harold Liu.AskTable: LLM-Powered Interactive Visual Data Story Construction from Tables. UIST2025 Demo. (CCF-A类)
3. Hancheng Zhang, Guozheng Li, Min Lu, Jincheng Li, Chi Harold Liu. TactiVis: Towards Better UndUISTerstanding of Team-based Combat Tactics, IEEE Transactions on Visualization and Computer Graphics, IEEE VIS’ 25. (CCF-A类)
4. 郑舜元,李国政,吴愚希,陆旻,刘驰. 可视化视觉隐喻方法综述. 推荐至计算机辅助设计与图形图像学报, 2025(CCF-A类)
5. Yu Zhang, Xinyue Chen, Weili Zheng, Yuhan Guo, Guozheng Li, Siming Chen, Xiaoru Yuan. VisTaxa: Developing a Taxonomy of Old Visualizations. IEEE Transactions on Visualization and Computer Graphics (IEEE PacificVis'25), 2025.(CCF-A类)
6. Guozheng Li, Shiyu Han, Jihe Wu, Jiale Hu, Yu Zhang, and Chi Harold Liu. 2025. BiaSeer: A Visual Analytics System for Identifying and Understanding Media Bias. Proc. ACM Hum.-Comput. Interact. 9, 2, Article CSCW038, 2025.(CCF-A类)
7. Yinuo Zhao, Tianjiao Yi, Guozheng Li, Chi Harold Liu, Dapeng Wu. Energy-Efficient Ground-Air-Space Vehicular Crowdsensing by Hierarchical Multi-Agent Deep Reinforcement Learning with Diffusion Models. IEEE Journal of Selected Areas in Communications, accepted to appear, 2025.(CCF-A类)
8. Guozheng Li, Haotian Mi, Chi Harold Liu, Takayuki Itoh, Guoren Wang, HiRegEx: Interactive Visual Query and Exploration of Multivariate Hierarchical Data, IEEE Transactions on Visualization and Computer Graphics, 31(1):699-709, 2025.(CCF-A类)
9. Yu Zhou, Ding Ding, Ye Liu, Zhongkai Wang, Weijiao Zhang, Guozheng Li, Chi Harold Liu. HiNaviMec: Hierarchical Navigation of 3D Mechanical Models in Virtual Environments, Journal of Visualization, 2024.(CCF-A类)
10. Haoming Yang, Qiran Zhao, Hao Wang, Chi Harold Liu*, Guozheng Li, Guoren Wang, Jian Tang, Dapeng Oliver Wu, Indoor Periodic Fingerprint Collections by Vehicular Crowdsensing via Primal-Dual Multi-Agent Deep Reinforcement Learning, IEEE Journal of Selected Areas in Communications, accepted to appear, 2024.(CCF-A类)
11. Guozheng Li, Peng He, Xinyu Wang, Runfei Li, Chi Harold Liu, Chuangxin Ou, Dong He, Guoren Wang. “InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning.” IEEE Transactions on Visualization and Computer Graphics. (CCF-A类)
12. Guozheng Li, Runfei Li, Yunshan Feng, Yu Zhang, Yuyu Luo, Chi Harold Liu. “CoInsight: Visual Storytelling for Hierarchical Tables with Connected Insights.” IEEE Transactions on Visualization and Computer Graphics, 30(6):3049-3061, 2024.(CCF-A类)
13. Min Lu, Xiangfang Zeng, Joel Lanir, Xiaoqin Sun, Guozheng Li, Daniel CohenOr, Hui Huang. “Sticky Links: Encoding Quantitative Data of Graph Edges.” IEEE Transactions on Visualization and Computer Graphics, 30(6):2968-2980, 2024.(CCF-A类)
14. Min Tian, Guozheng Li,and Xiaoru Yuan. “LitVis: A Visual Analytics Approach for Managing and Exploring Literature”. Journal of Visualization, accepted, 2023.
15. Guozheng Li, Runfei Li, Zicheng Wang, Chi Harold Liu, Min Lu, and Guoren Wang. HiTailor: Interactive Transformation and Visualization for Hierarchical Tabular Data, IEEE Transactions on Visualization and Computer Graphics (VIS'22), 29(1):139-148, 2023 (CCF-A类)
16. Guozheng Li and Xiaoru Yuan. “GoTreeScape: Navigate and Explore the Tree Visualization Design Space”, IEEE Transactions on Visualization and Computer Graphics, 2022. (CCF-A类)
17. Guozheng Li, Min Tian, Qinmei Xu, Michael J. McGuffin and Xiaoru Yuan. “GoTree: A Grammar of Tree Visualizations,” In Proc. ACM CHI 2020, pp. 1-13, Honolulu, Hawai’i, USA. April 25-30, 2020. (CCF-A类)
18. Guozheng Li, Yu Zhang, Yu Dong, Jie Liang, Jinson Zhang, Jinsong Wang, Michael J. McGuffin and Xiaoru Yuan. “BarcodeTree: Scalable Comparison of Multiple Hierarchies.” IEEE Transactions on Visualization and Computer Graphics (VIS'19), 26(1):1022-1032, 2020. (CCF-A类)
19. Yaohui Wang#, Guozheng Li#, et al.“Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining.”In Proc. of IEEE/ACM ICSE, pp. 885-896,2021.(CCF-A类)
20. 李国政,赵琮,陈思明,刘驰,王国仁. TokenVis:面向以太坊区块链ERC-20智能合约演变模式的可视分析方法,电子学报,2023.(中文CCF-A类)
21. Ximing Li, Chen Ma, Guozheng Li, Peng Xu, Chi Harold Liu, Ye Yuan, and Guoren Wang, “Meta Auxiliary Learning for Top-K Recommendation.” IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023. (CCF-A类)
22. Yu Wang, Jingfei Wu, Xingyuan Hua, Chi Harold Liu, Guozheng Li, Jianxin Zhao, Ye Yuan, Guoren Wang, "Air-Ground Collaborative Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning," In Proc. IEEE ICDE, Anaheim, CA, April 3-7, 2023. (CCF-A类)
23. Min Lu, Jie Liang,Yu Zhang, Guozheng Li, Siming Chen, Zongru Li, and Xiaoru Yuan. “Interaction+: Interaction Enhancement for Web-based Visualizations.” In Proc. IEEE PacificVis, pp. 61-70, 2017.
24. Yun Han, Zhenhuang Wang, Siming Chen, Guozheng Li, Xiaolong Zhang, and Xiaoru Yuan. “Interactive Assigning of Conference Sessions with Visualization and Topic Modeling.” In Proc. IEEE PacificVis, Notes, pp. 236-240, 2020.
25. Guozheng Li, Min Tian, Qinmei Xu, Michael J. McGuffin and Xiaoru Yuan. “Tree Illustrator: Interactive Construction of Tree Visualizations,”In Extended Abstract of ACM CHI 2020, pp. 1-4, Honolulu, Hawai’i, USA. April 25-30, 2020.
承担科研情况
国家自然科学基金青年项目(C类)
国家重点研发计划“工业软件”重点专项子课题
国家自然科学基金联合基金重点支持项目课题
腾讯犀牛鸟专项研究计划项目
所获奖励
社会兼职
现任中国计算机学会计算机辅助设计与图形学专委会执行委员、中国图形图像学会可视化与可视分析专委会委员、中国可视化与可视分析大会程序委员会委员,北京市图形图像学会青工委委员等。
备注
指导学生获得多项竞赛奖项:获“挑战杯”首都大学生课外学术科技作品竞赛特等奖(洪玺、王麒宇、汪隽宁、江浩正、张煜涵等)、粤港澳大湾区数据创新应用大赛二等奖(奥登格日乐、陈麒羊、胡家乐、唐瑭;奖金3w元)、中国可视化与可视分析大会最佳海报奖(奥登格日乐、冯云姗、梁宸伟、张少坤)。
指导学生多次获得国家奖学金和优秀毕业生/优秀毕业论文荣誉(李润飞,2021年(本科)/2023年(研究生)/2024年(研究生)国家奖学金,北理工优秀本科毕业论文(北理工本科毕设重点项目)/优秀本科毕业生/优秀硕士毕业论文/优秀硕士毕业生;米昊天,2024年比亚迪奖学金,北京市优秀本科毕业生/北理工优秀硕士毕业生;周宇,北理工优秀硕士毕业论文;曾妍善,2025年国家奖学金)
指导的毕业学生均有优秀论文发表,目前已毕业学生:
赵琮(电子学报*1;2023届,入职中信银行)
何鹏(TVCG*1;2024届,入职航天一院)
吴季荷(CSCW*1;2024届,入职西安某研究所)
冯云姗(TVCG*1,UIST*1;2024届,加拿大Simon Fraser University)
李润飞(TVCG*3;2025届,入职中国银行总行管培生)
米昊天(TVCG*1;2025届,入职华为)
周宇(JoV*1;2025届,入职快手)
更新时间:2025年8月