李超博士现任ZIBS海纳研究员,博士生导师。本科毕业于浙江大学竺可桢学院、获工学学士,博士毕业于浙江大学控制科学与工程学院,师从孙优贤院士、陈积明教授,获工学博士。隶属于工业控制技术全国重点实验室,工业自动化国家工程研究中心,浙江大学网络传感与控制研究组(http://nesc.zju.edu.cn/#/)。研究领域是数据科学及其在智慧城市、工业智能等领域的应用,主要与行业头部企业(国家电网、阿里巴巴、京东、国家管网、运达风电、临工、每日互动等)深度合作,基于实际场景的真实数据进行数据智能研究。研究成果发表在IEEE TITS,TMC,TCSS,CIKM等国际顶级学术期刊、会议上。
Google Scholar: https://scholar.google.com/citations?user=9d8cQTQAAAAJ&hl=en
教育背景
2019.3,浙江大学,工学博士(控制科学与工程专业)
2012.6,浙江大学,工学学士(电力工程及其自动化专业)
工作经历
2023.5 至今,浙江大学,研究员
2019.4-2023.4,浙江大学,博士后
论文发表
学术期刊
Guanglun Liu, Jianlong Si, Wenchao Meng, Qinmin Yang, Chao Li, Wind Turbine Fault Detection with Multi-module Feature Extraction Network and Adaptive Strategy. IEEE Transactions on Instrumentation and Measurement (2022).
Cunqi Shao, Mincheng Wu, Shibo He, Zhiguo Shi, Chao Li, Xinjiang Ye, Jiming Chen, Leveraging Human Mobility Data for Efficient Parameter Estimation in Epidemic Models of COVID-19. IEEE Transactions on Intelligent Transportation Systems (2022)
Mincheng Wu1, Chao Li1, Shibo He, Lanjuan Li, Youxian Sun, Jiming Chen, et al., Use of temporal contact graphs to understand the evolution of COVID-19 through contact tracing data. Communications Physics (2022).
Yanggang Cheng, Chao Li*, Yongtao Zhang, Shibo He, Jiming Chen, Spatial–Temporal Urban Mobility Pattern Analysis During COVID-19 Pandemic. IEEE Transactions on Computational Social Systems (2022).
Kun Shi, Shuxian Liu, Chao Li*, Haoyu Liu, Shibo He, Qi Zhang, Jiming Chen, Toward Optimal Deployment for Full-View Point Coverage in Camera Sensor Networks. IEEE Internet of Things Journal (2022).
Kehan Li1, Chao Li1,Yinfeng Xiang, Fengxiang He, Shibo He, Jiming Chen, Yi Fang, Dacheng Tao, Youxian Sun,Policy and Newly Confirmed Cases Universally Shape the Human Mobility during COVID-19. National Science Open (2022).
Mingda Jiang, Chao Li*, Kehan Li, Zidong Yang and Hao Liu. Inter-Block Flow Prediction with Relation Graph Network for Cold-start on Bike-Sharing System. IEEE Internet of Things Journal (2022).
Kehan Li, Chao Li*, Jiming Chen, Qiming Zhang, Zebo Liu, and Shibo He. Boost Spectrum Prediction with Temporal-Frequency Fusion Network via Transfer Learning. IEEE Transactions on Mobile Computing (2021).
Mingda Jiang, Chao Li*, Kehan Li, and Hao Liu. Destination Prediction Based on Virtual POI Docks in Dockless Bike-Sharing System. IEEE Transactions on Intelligent Transportation Systems (2021).
Kehan Li, Chao Li*, Baosheng Yu, Zhangchong Shen, Qiming Zhang, Shibo He, and Jiming Chen. Model and Transfer Spatial-temporal Knowledge for Fine-grained Radio Map Reconstruction. IEEE Transactions on Cognitive Communications and Networking (2021).
学术会议
Kehan Li, Jiming Chen, Baosheng Yu, Zhangchong Shen, Chao Li, Shibo He. Supreme: Fine-grained radio map reconstruction via spatial-temporal fusion network. 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks. IPSN 2020.
Zhongqi Chen, Chao Li, Xiaofei Chen, Qinmin Yang, Towards Optimal Planning of EV Charging Stations under Grid Constraints. IFAC 2020.
Chao Li, Shibo He, Zhiguo Shi, Jiming Chen, Optimizing the throughput of millimeter wave wireless communications. ICC 2016.
科研基金
国家自然科学基金委员会联合基金项目,子课题负责人,典型工业过程虚实混合多模态信息融合、分析与决策
企业委托横向,项目负责人,基于大数据的重大灾害智能评估
国家自然科学基金青年项目,项目负责人,项目名称:基于群智感知数据的频谱建模与应用研究
国家重点实验室自主课题青年人才项目,项目负责人,项目名称:基于群智感知的智慧城市感知、建模与资源优化
科技部国家重点研发计划项目,子课题负责人,项目名称:多源数据融合的新发重大传染病传播模型及防控策略研究
国家自然科学基金国际(地区)合作与交流项目,子课题负责人,项目名称:基于接触-社交图谱的传染病传播建模、分析与预测
浙江省重点研发计划项目,子课题负责人,项目名称:基于大数据的新发重大传染病监测、预警和应对
企业横向,项目负责人,项目名称:负荷侧碳达峰路径优化与低碳消费习惯引导
企业横向,项目负责人,项目名称:配电台区物联网建设研究
企业横向,课题负责人,项目名称:高端工程装备智能与安全技术研究
研究方向
数据挖掘
智慧城市
工业智能
故障预警
获奖情况
2022.12,IEEE Outstanding Leadership Award