上海交通大学密西根学院智能网联系统课题组
Smart & Connected Systems (SCS) Lab, UM Joint Institute, Shanghai Jiao Tong University
课题组负责人 Principle Investigator: 金力 Li Jin
诚邀博士生、硕士生、本科生加入,欢迎校内外数学、物理、自动化、计算机、电子信息、机械、航空航天等理工科专业同学垂询!
We are recruiting graduate and undergraduate research assistants. Candidates with STEM backgrounds are welcome to apply!
研究方向 Research Interests
智能网联系统 Connected and autonomous systems
人机互动 Human-machine interaction
信息物理安全 Cyber-physical security
随机控制 Stochastic control
优化与博弈 Optimization and games
强化学习 Reinforcement learning
主讲课程 Courses Taught
应用数学方法(研究生) Applied math methods (G)
随机控制与强化学习(研究生) Stochastic control and reinforcement learning (G)
智慧城市中的决策问题(本科生) Decision making in smart cities (UG)
个人简介 About Me
学术任职 Academic Appointments:
上海交通大学 Shanghai Jiao Tong University
密西根学院 UMich Joint Institute
电子信息与电气工程学院 School of Electronic Information and Electrical Engineering
副教授 Associate Professor, 2022-
助理教授 Assistant Professor, 2021-2022
纽约大学 New York University
坦顿工学院 Tandon School of Engineering
助理教授 Assistant Professor, 2018-2020
学历 Education:
最新动态 Latest News
2024.5:我组负责人金力获IEEE高级会员资格。The Lab PI, Li Jin, is promoted to IEEE Senior Member.
2024.4:我组武一丹、舒飞翔同学主笔的论文《无信号交叉口车辆序列控制:基于PDMP的解析性能保证》获2024年中国控制会议录取。Our paper “Learning-Based Adaptive Dynamic Routing with Stability Guarantee for a Single-Origin-Single-Destination Network,” authored by Yidan Wu, Feixiang Shu et al., is accepted by the 2024 Chinese Control Conference.
2024.3:我组唐钰同学主笔的论文《针对宏观交通流模型校准的物理引导机器学习方法》获2025年国际运输与交通理论论坛录取。Our paper Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models,’’ authored by Yu Tang et al., is accepted by the 2025 International Symposium on Transportation and Traffic Theory (ISTTT25).
2024.3.27:我组成相陈同学主笔的论文《无信号交叉口车辆序列控制:基于PDMP的解析性能保证》以长文形式获《IEEE控制系统技术汇刊》录取。Our paper “Vehicle sequencing at signal-free intersections: analytical performance guarantees based on PDMP formulation,” authored by Xiangchen Cheng et al., is accepted by IEEE Transactions on Control Systems Technology as a full paper.
2023.12.17:我组唐钰同学主笔的论文《随机信息物理扰动下动态流网络的韧性控制》以长文形式获《IEEE自动控制汇刊》录取。Our paper “Resilient Control of Dynamic Flow Networks Subject to Stochastic Cyber-Physical Disruptions,” authored by Yu Tang et al., is accepted by IEEE Transactions on Automatic Control as a full paper.
2023.11.1:宋志豪(本科上海交通大学)、徐浦晨(本科上海交通大学)同学加入我组攻读博士学位,邹一川同学(本科华中科技大学)加入我组攻读硕士学位。Zhihao Song (B.Eng. SJTU) and Puchen Xu (B.Eng. SJTU) join our lab as PhD students. Yichuan Zou (B.Eng. HUST) joins our lab as a master student.
2023.10.22:我组谢倩同学主笔的论文《可靠性及安全性失效下平行服务系统的防御成本管控》获《自动化》期刊长文录取。Our paper “Cost-aware Defense for Parallel Server Systems against Reliability and Security Failures,” authored by Qian Xie et al., is accepted by Automatica as a full paper.
2023.9.23: 我组与纽约大学合作论文《信息化扰动下网联车辆数据辅助匝道控制的微仿真研究》获2023年美国运输研究委员会年会录取。Our paper “A Micro-simulation Study of Connected Vehicle Data-aided Ramp Metering Facing Cyber Disruptions” is accepted by the 2023 Transportation Research Board Annual Meeting.
2023.9.12: 彭昊天(本科上海交通大学)、武一丹(本科同济大学)同学加入我组攻读博士学位,詹裕真同学(本科武汉大学)加入我组攻读硕士学位。Haotian Peng (B.Eng. SJTU) and Yidan Wu (B.Eng. Tongji) join our lab as PhD students. Yuzhan Zhen (B.Eng. WHU) joins our lab as a master student.
2023.7.13: 我组与纽约大学合作的论文《网联汽车环境下上匝道队列的鲁棒估计》获2023国际智慧运输系统大会录取。Our paper “Robust Queue Length Estimation for Ramp Metering in a Connected Vehicle Environment”, co-authored with researchers at New York University, is accepted by the 2023 IEEE International Conference on Intelligent Transportation Systems (ITSC 2023).
2023.7.12: 我组与耶鲁大学合作的论文《环状传感器网络在拜占庭攻击下随机观测的共识韧性》获2023国际控制与决策大会录取。Our paper “Consensus Resiliency of Stochastic Observation via Ring Lattices of Sensors Facing Byzantine Attacks”, co-authored with researchers at Yale University, is accepted by the 2023 IEEE Conference on Decision and Control (CDC23).
2023.7.12: 我组与纽约大学合作的论文《驾驶员的不遵从行为如何损害交通流控制?》获2023国际控制与决策大会录取。Our paper “How Does Drivers’ Non-Compliance Destroy Traffic Routing Control?”, co-authored with researchers at New York University, is accepted by the 2023 IEEE Conference on Decision and Control (CDC23).
2023.6.6: 我组与北京理工大学等单位合作的课题“全支付拍卖下的顺序淘汰竞赛”将在第24届ACM经济学与计算会议展示。Our work with researchers from Beijing Institute of Technology et al. titled “Sequential Elimination Contests with All-Pay Auctions” will be presented on the 24th ACM Conference on Economics and Computation (EC 2023).
联系方式 Contact Information
地址:上海市闵行区东川路800号龙宾楼424室,邮编200240
Address: 800 Dongchuan Lu, Longbin Lou, Rm 424, Minhang, Shanghai 200240, China
电话 Phone: +86 21 34206765 转 Ext. 4241
邮箱 Email: li.jin at sjtu.edu.cn
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