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学术成果 Publications

* 我组研究生 Graduate students in our group
** 我组本科生 Undergraduate students in our group

期刊论文 Journal papers

发表/接收 Published/Accepted:

  1. Tang Y*, Jin L, Ozbay K. Physics-Informed Machine Learning for Calibrating Macroscopic Traffic Flow Models[J]. Transportation Science, accepted. 链接 Link

  2. Xiong X, Wang M, Sun D and Jin L. An approximate dynamic programming approach to vehicle platooning coordination in networks[J]. IEEE Transactions on Intelligent Transportation Systems, online. 链接 Link

  3. Cheng X*, Tang W, Yang M, Jin L. Vehicle sequencing at signal-free intersections: analytical performance guarantees based on PDMP formulation[J]. IEEE Transactions on Control Systems Technology, online. 链接 Link

  4. Tang Y* and Jin, L. Analysis and control of dynamic flow networks subject to stochastic cyber-physical disruptions[J]. IEEE Transactions on Automatic Control, 2024, 69(8): 5246-5261. 链接 Link

  5. Xie Q*, Wang J** and Jin L. Cost-aware Defense for Parallel Server Systems against Reliability and Security Failures[J]. Automatica, 2024, 160: 11467. 链接 Link

  6. Su H*, Zhong Y D, Chow J Y J, et al. EMVLight: A multi-agent reinforcement learning framework for an emergency vehicle decentralized routing and traffic signal control system[J]. Transportation Research Part C: Emerging Technologies, 2023, 146: 103955. 链接 Link

  7. Xie Q*, Jin L. Stabilizing queuing networks with model data-independent Control[J]. IEEE Transactions on Control of Network Systems, 2022, 9(3): 1317-1326. 链接 Link

  8. Xiong X*, Sha J**, Jin L. Optimizing coordinated vehicle platooning: An analytical approach based on stochastic dynamic programming[J]. Transportation Research Part B: Methodological, 2021, 150: 482-502. 链接 Link

  9. Čičić M, Xiong X*, Jin L, et al. Coordinating vehicle platoons for highway bottleneck decongestion and throughput improvement[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 23(7): 8959-8971. 链接 Link

  10. Jin L, Čičić M, Johansson K H, et al. Analysis and design of vehicle platooning operations on mixed-traffic highways[J]. IEEE Transactions on Automatic Control, 2020, 66(10): 4715-4730. 链接 Link

  11. Zhou J, Jin L, Wang X, et al. Resilient UAV traffic congestion control using fluid queuing models[J]. IEEE Transactions on Intelligent Transportation Systems, 2020, 22(12): 7561-7572. 链接 Link

  12. Gugat M, Hante F M, Jin L. Closed loop control of gas flow in a pipe: Stability for a transient model[J]. at-Automatisierungstechnik, 2020, 68(12): 1001-1010. 链接 Link

  13. Xiong X*, Ozbay K, Jin L, et al. Dynamic origin–destination matrix prediction with line graph neural networks and Kalman filter[J]. Transportation Research Record, 2020, 2674(8): 491-503. 链接 Link

  14. Jin L, Amin S. Analysis of a stochastic switching model of freeway traffic incidents[J]. IEEE Transactions on Automatic Control, 2018, 64(3): 1093-1108. 链接 Link

  15. Jin L, Amin S. Stability of fluid queueing systems with parallel servers and stochastic capacities[J]. IEEE Transactions on Automatic Control, 2018, 63(11): 3948-3955. 链接 Link

  16. Cao Y, Jin L, Nguyen N V P, et al. Evaluation of fuel benefits depending on continuous descent approach procedures[J]. Air Traffic Control Quarterly, 2014, 22(3): 251-275. 链接 Link

  17. Jin L, Cao Y, Sun D. Investigation of potential fuel savings due to continuous-descent approach[J]. Journal of Aircraft, 2013, 50(3): 807-816. 链接 Link

  18. Wilson J M, Jones N, Jin L, et al. Laser deposited coatings of Co‐Cr‐Mo onto Ti‐6Al‐4V and SS316L substrates for biomedical applications[J]. Journal of Biomedical Materials Research Part B: Applied Biomaterials, 2013, 101(7): 1124-1132. 链接 Link

在审/在研 Under review/preparation:

  1. Tang Y*, Jin L, Kurzhanskiy A A and Amin S. Resilient Ramp Control for Highways Facing Stochastic Perturbations[J]. 链接 Link

  2. Sun Y, Yan C, Liu Z, Jin L. Polling Systems with Delay-Sensitive Customers[J].

  3. Gao Y*, Xiong X, Jin L. Proble-and-release control of mixed-autonomy traffic at highway bottlenecks with capacity breakdowns[J].

  4. Wu Y*, Zhang J, Jin L. Semi-Gradient SARSA Routing over Parallel Servers: Theoretical Guarantee on Traffic Stability and Weight Convergence[J].

  5. Zhan Y*, Wu M, Jin L. Defending Parallel Server Systems against Malicious Attacks: A Q-Learning Approach with Convergence Guarantees[J].

  6. Song Z*, Chow M-Y, Jin L. Learning-Based Control of Microgrids with Safety Constraints[J].

  7. Xu P*, Jin L. On Convergence of Semi-Gradient SARSA Control for Piecewise-Deterministic Markov Flow Networks[J].

会议论文 Conference papers

  1. Wu Y*, Zhang J, Jin L. On Joint Convergence of Traffic State and Weight Vector in Learning-Based Dynamic Routing with Value Function Approximation[C]//2024 63rd IEEE Conference on Decision and Control (CDC). IEEE, 2024: 00-00.

  2. Wu Y*, Shu F**, Zhang J, Jin L. Learning-Based Adaptive Dynamic Routing with Stability Guarantee for a Single-Origin-Single-Destination Network[C]//2024 43rd Chinese Control Conference (CCC). IEEE, 2024: 00-00.

  3. Sun F, Sun Y, Yan C, Jin L. Restricting Entries to All-Pay Contests[C]//25th ACM Conference on Economics and Computation (ACM EC 2024). ACM, 2025: 00-00.

  4. Tang Y*, Jin L, Ozbay K. A Micro-simulation Study of Connected Vehicle Data-aided Ramp Metering Facing Cyber Disruptions[C]//Transportation Research Board (TRB) 102nd Annual Meeting, 2023.

  5. Peng H*, Li Y, Jin L. Consensus Resiliency of Stochastic Observation via Ring Lattices of Sensors Facing Byzantine AttacksC//2023 62nd IEEE Conference on Decision and Control (CDC). IEEE, 2023: 833-839.

  6. Tang Y*, Jin L, Ozbay K. How Does Driver Non-Compliance Destroy Traffic Routing Control?[C]//2023 62nd IEEE Conference on Decision and Control (CDC). IEEE, 2023: 1118-1123.

  7. Tang Y*, Ozbay K, Jin L. Robust Queue Length Estimation for Ramp Metering in a Connected Vehicle Environment[C]//2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). IEEE, 2023: 4402-4407.

  8. Gao Y*, Jin L. Coordination of Vehicle Platoons of Random Lengths at Highway Bottlenecks with Capacity Breakdown[C]//2023 42nd Chinese Control Conference (CCC). IEEE, 2023: 6600-6605.

  9. Bai Y**, Wang X, Amin S, Jin L. Securing Signal-free Intersections against Strategic Jamming Attacks: A Macroscopic Approach.[C]//2022 61st IEEE Conference on Decision and Control (CDC). IEEE, 2022: 5458-5465. 链接 Link

  10. Dai Q**, Lin J** and Jin L. Analysis of Vehicle Sequencing at Smart Intersections: A PDMP Approach[C]//2022 41st Chinese Control Conference (CCC). IEEE, 2022: 5499-5504. 链接 Link

  11. Dai H**, Jin L. Analysis of a Markovian Queuing Model for High-Speed Signal-Free Intersections[C]//2021 40th Chinese Control Conference (CCC). IEEE, 2021: 6028-6033. 链接 Link

  12. Liu Y**, Nicolai-Scanio Z**, Jiang Z P, et al. Latency-robust control of high-speed signal-free intersections[C]//2021 American Control Conference (ACC). IEEE, 2021: 2935-2942. 链接 Link

  13. Tang Y*, Wen Y*, Jin L. Security risk analysis of the shorter-queue routing policy for two symmetric servers[C]//2020 American Control Conference (ACC). IEEE, 2020: 5090-5095. 链接 Link

  14. Xie Q*, Jin L. Resilience of Dynamic Routing in the Face of Recurrent and Random Sensing Faults[C]//2020 American Control Conference (ACC). IEEE, 2020: 1173-1178. 链接 Link

  15. Xiong X*, Wang T*, Jin L. Evaluation of headway threshold-based coordinated platooning over a cascade of highway junctions[C]//Transportation Research Board (TRB) 99th Annual Meeting, 2020. 链接 Link

  16. Čičić M, Jin L, Johansson K H. Coordinating vehicle platoons for highway bottleneck decongestion and throughput improvement[C]//Transportation Research Board (TRB) 99th Annual Meeting, 2020. 链接 Link

  17. Xiong X*, Xiao E*, Jin L. Analysis of a stochastic model for coordinated platooning of heavy-duty vehicles[C]//2019 IEEE 58th Conference on Decision and Control (CDC). IEEE, 2019: 3170-3175. 链接 Link

  18. Jin L, Wen Y*. Behavior and management of stochastic multiple-origin-destination traffic flows sharing a common link[C]//2019 IEEE 58th Conference on Decision and Control (CDC). IEEE, 2019: 4109-4114. 链接 Link

  19. Jin L, Amin S. Analyzing a tandem fluid queueing model with stochastic capacity and spillback[C]//Transportation Research Board (TRB) 98th Annual Meeting, 2019. 链接 Link

  20. Wu M, Jin L, Amin S, et al. Signaling game-based misbehavior inspection in v2i-enabled highway operations[C]//2018 IEEE Conference on Decision and Control (CDC). IEEE, 2018: 2728-2734. 链接 Link

  21. Jin L, Čičić M, Amin S, et al. Modeling the impact of vehicle platooning on highway congestion: A fluid queuing approach[C]//Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (HSCC, part of CPS Week). 2018: 237-246. 链接 Link

  22. Jin L, Amin S. Calibration of a macroscopic traffic flow model with stochastic saturation rates[C]//Transportation Research Board (TRB) 96th Annual Meeting, 2017. 链接 Link

  23. Jin L, Amin S. A piecewise-deterministic Markov model of freeway accidents[C]//53rd IEEE Conference on Decision and Control. IEEE, 2014: 1733-1740. 链接 Link