上海交通大学密西根学院智能网联系统课题组

课题组负责人 Principle Investigator: 金力 Li Jin

上海交通大学密西根学院 Shanghai Jiao Tong University UM Joint Institute 电气与计算机工程专业“吴炯孙洁”副教授 John Wu & Jane Sun Associate Professor of Electrical and Computer Engineering 上海交通大学自动化系 Shanghai Jiao Tong University Department of Automation 副教授（双聘） Associate Professor (by courtesy) IEEE Senior Member 国家级青年人才计划获得者 联系方式 Contact information：li.jin at sjtu.edu.cn。

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

• New York University
  Tandon School of Engineering
  Assistant Professor, 2018-2020

学历 Education:

• Massachusetts Institute of Technology

  • Ph.D. Transportation, 2018
    Advisor: Saurabh Amin
    论文链接 Dissertation link

• Purdue University

  • M.S. Mechanical Engineering, 2012
    Advisor: 孙登峰 Dengfeng Sun
    论文链接 Thesis link

• 上海交通大学 Shanghai Jiao Tong University

  • 机械工程及自动化专业本科 B.Eng. Mechanical Engineering and Automation, 2011

最新动态 Latest News

• 2024.12：金力主持2024年IEEE CDC邀请组“Control for Smart Transportation Systems with Incomplete Information”。L. Jin chairs the invited session “Control for Smart Transportation Systems with Incomplete Information” at the 2024 IEEE CDC.

• 2024.10: 金力于浙江大学做题为“网络系统在信息物理扰动下的自主响应与学习”的报告。L. Jin gives a talk titled “Autonomouse response and learning for network systems under cyber-physical disruptions” at Zhejiang University.

• 2024.9: 潘家晟（本科上海交通大学）同学加入我组攻读博士学位，杨斯涵同学（本科西安交通大学）加入我组攻读硕士学位。J. Pan (B.S. SJTU) joins our lab as a PhD student. S. Yang (B.Eng. XJTU) joins our lab as a master student.

• 2024.8：我组与我校周武元、张颂安老师联合申请的课题“基于强化学习的网络控制方法及其安全防护策略”获国家自然科学基金委资助。Our project ‘‘Learning-Based Network Control and Its Security Theory’’ is funded by the NSFC (in collaboration with Prof. M.-Y. Chow and Prof. S. Zhang).

• 2024.7: 我组于《Transportation Science》发表论文“宏观交通流模型校准的物理引导机器学习方法”。 Our paper ‘‘Physics-Informed Machine Learning for Calibrating Macroscopic Traffic Flow Models’’ is to be published in Transportation Science.

• 2024.6：我组于《IEEE T-ITS》与同济大学、美国普渡大学学者合作发表论文“汽车队列网络协同的近似动态规划方法”。Our paper titled ‘‘An approximate dynamic programming approach to vehicle platooning coordination in networks,’’ co-authored with collaborators from Tongji and Purdue, is accepted by the IEEE Transactions on Intelligent Transportation Systems.

• 2024.5: 我组将在第25届ACM经济学与计算会议展示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”。Our work with researchers from Beijing Institute of Technology et al. titled “Sequential Elimination Contests with All-Pay Auctions” will be presented on the 25th ACM Conference on Economics and Computation (EC 2024).

• 2024.5：我组负责人金力获IEEE高级会员资格。The Lab PI, L. Jin, is promoted to IEEE Senior Member.

• 2024.4：我组将于2024年中国控制会议汇报武一丹、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》。Our paper “Learning-Based Adaptive Dynamic Routing with Stability Guarantee for a Single-Origin-Single-Destination Network,” authored by Y. Wu, F. Shu et al., is accepted by the 2024 Chinese Control Conference.

• 2024.3.27：我组以长文形式于《IEEE TCST》发表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》。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：我组以长文形式于《IEEE TAC》发表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》。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。Zh. Song (B.Eng. SJTU) and P. Xu (B.Eng. SJTU) join our lab as PhD students. Y. Zou (B.Eng. HUST) joins our lab as a master student.

• 2023.10.22：我组以长文形式于《Automatica》发表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》。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.

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