个人简介

我是李立群，目前是微软（中国）有限公司DKI（数据、知识和智能）组的研究员，专注于研发基于大语言模型的生成（rag）和智能体（agent）相关的应用，同时也是TaskWeaver项目的主要贡献者之一。

我于2012年获得中国科学院软件研究所博士学位，2006年获得清华大学计算机科学与技术学士学位，曾于2009年访问密歇根州立大学。我的研究兴趣广泛，包括物联网、移动、大数据、机器学习和云计算等领域，在Mobisys, Mobicom, NSDI, ATC, ICSE, ESEC/FSE, ICDCS, RTSS, TPDS和TOSN等顶级会议和期刊上发表了多篇论文，引用2000多次。我曾在微软亚洲研究院、高德地图、PP租车和K2Data等公司担任研究员和工程师。

欢迎各种合作和机会，欢迎通过邮箱liliqun.2002@tsinghua.org.cn.

教育背景

2012年，中国科学院软件研究所，计算机科学与技术，博士
2006年，清华大学，计算机科学与技术，学士

工作经历

2019.06 - 至今，微软（中国）有限公司DKI（数据、知识和智能）组，Principal Researcher
2016.11 - 2019.6，K2Data，工业物联网大数据分析公司，架构师
2016.05 - 2016.11，高德地图，地图服务提供商，高级工程师
2014.11 - 2016.02，PP租车，P2P租车公司，高级工程师
2012.08 - 2014.11，微软亚洲研究院移动感知与系统组（MASS），Researcher

项目经历

详细项目经历请参考英文简历。

文章发表 (全集参考Google Scholar)

大模型相关

Bo Qiao, Liqun Li, Xu Zhang, Shilin He, …, TaskWeaver: A Code-First Agent Framework, arXiv:2311.17541 (2023).
Zhang, Chaoyun, Liqun Li, Shilin He, Xu Zhang, Bo Qiao, Si Qin, Minghua Ma et al. UFO: A UI-Focused Agent for Windows OS Interaction arXiv:2402.07939 (2024).

智能运维

Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, …, Fighting the Fog of War: Automated Incident Detection for Cloud Systems, ATC‘21
Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, …, SPINE: A Scalable Log Parser with Feedback Guidance, FSE‘22, selected as the SIGSOFT Distinguished Paper
Y. Chen, Liqun Li, Y. Kang, …, NetPanel: Traffic Measurement of Exchange Online Service, NSDI‘23
Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, …, CONAN: Diagnosing Batch Failures for Cloud Systems, ICSE (SEIP)‘23
An, Kaikai, Fangkai Yang, Liqun Li, Zhixing Ren, Hao Huang, Lu Wang, Pu Zhao et al. Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides arXiv:2402.17531 (2024).

室内定位

Li, Liqun; Hu, Pan; Shen, Guobin; Peng, Chunyi; Zhao, Feng; Epsilon: Visible Light Based Positioning System, NSDI‘13
Li, Liqun; Shen, Guobin; Zhao, Chunshui; Moscibroda, Thomas; Lin, Jyh-Han; Zhao, Feng; Experiencing and Handling the Diversity in Data Density and Environmental Locality in an Indoor Positioning Service, Mobicom‘14
Yuanchao Shu, Cheng Bo, Guobin Shen, Chunshui Zhao, Liqun Li and Feng Zhao; Magicol: Indoor Localization Using Pervasive Magnetic Field and Opportunistic WiFi Sensing IEEE Journal of Selected Areas in Communications, vol.33, no.7, pp.1443-1457, July 2015

无线传感器网络

Li, Liqun; Xing, Guoliang; Sun, Limin; Liu, Yan; QVS: quality-aware voice streaming for wireless sensor networks, ICDCS‘09
Li, Liqun; Xing, Guoliang; Han, Qi; Sun, Limin; Adaptive voice stream multicast over low-power wireless networks, RTSS‘10
Li, Liqun; Xing, Guoliang; Sun, Limin; Huangfu, Wei; Zhou, Ruogu; Zhu, Hongsong; Exploiting fm radio data system for adaptive clock calibration in sensor networks, Mobisys‘11

其它

Li, Liqun; Sun, Limin; Seer: trend-prediction-based geographic message forwarding in sparse vehicular networks, ICC‘10
Hu, Pan; Shen, Guobin; Li, Liqun; Lu, Donghuan; ViRi: view it right, Mobisys‘13
Jiangtao Li, Angli Liu, Guobin Shen, Liqun Li, Chao Sun, and Feng Zhao. 2015. Retro-VLC: Enabling Battery-free Duplex Visible Light Communication for Mobile and IoT Applications, HotMobile ‘15