Journal Papers

[J13] L. Xin, L. Ye, G. Chiu, S. Sundaram, "Learning dynamical systems by leveraging data from similar systems." IEEE Transactions on Automatic Control, vol. 70, pp. 4833-4840. [link][arXiv]

[J12] L. Ye, M. Chi, Z. W. Liu, X. Wang, V. Gupta, "Online mixed discrete and continuous optimization: Algorithms, regret analysis and applications." Automatica, vol. 175, pp. 112189, 2025. [link][arXiv]

[J11] Z. Q. Liu, Z. W. Liu, D. X. He, L. Ye, M. Chi, "Dynamic Resilient Consensus of Second-Order Multi-Agent Networks with a Time-Varying Malicious Agent Set." IEEE Transactions on Automatic Control, vol. 70, iss. 5, 2025. [link]

[J10] X. Ye, Z. W. Liu, M. Chi, L. Ye, C. Li, "Real-Time Price-Based Demand Response for Industrial Manufacturing Process via Safe Reinforcement Learning" IEEE Transactions on Industrial Informatics, vol. 21, iss. 4, 2025.

[J9] L.Ye, M. Chi, Z.W. Liu, V. Gupta, "Online actuator selection and controller design for linear quadratic regulation with unknown system model." IEEE Transactions on Automatic Control, vol. 70, iss. 1, pp 18-33, 2025. [link] [arXiv]

[J8] L. Ye, M. Chi, R. Liao, V. Gupta, "Learning decentralized linear quadratic regulator with squared root T regret." SIAM Journal on Control and Optimization, vol. 62, iss. 6, pp. 3341-3368, 2024. [link][arXiv]

[J7] L. Ye, M. Figura, Y. Lin, M. Pal, P. Das, J. Liu, V. Gupta, "Resilient multi-agent reinforcement learning with function approximation." IEEE Transactions on Automatic Control, vol. 69, iss. 12, pp. 8497-8512, 2024. [link]

[J6] L. Ye, K. C. Kosaraju, V. Gupta, R. D. Trevizan, R. H. Byrne, B. R. Chalamala, "Decentralized reactive power control in distribution grids with unknown reactance matrix." IEEE Open Access Journal of Power and Energy, vol. 11, pp. 154-164, 2024. [link]

[J5] L. Ye, Z.W. Liu, M. Chi, V. Gupta, "Maximization of nonsubmodular functions under multiple constraints with applications." Automatica, vol. 155, pp. 11126, 2023. [link] [arXiv]

[J4] L. Ye, H. Zhu, V. Gupta, "On the sample complexity of decentralized linear quadratic regulator with partially nested information structure." IEEE Transactions on Automatic Control, vol. 68, iss. 8, pp. 4841-4856, 2023. [link] [arXiv]

[J3] L. Ye, P. E. Paré, S. Sundaram, "Parameter estimation in epidemic spread networks using limited measurements." SIAM Journal on Control and Optimization, vol. 60, iss. 2, pp. S49-S74, 2022. [link] [arXiv]

[J2] L. Ye, N. Woodford, S. Roy, S. Sundaram, "On the complexity and approximability of optimal sensor selection and attack for Kalman filtering." IEEE Transactions on Automatic Control, vol. 66, iss. 5, pp. 2146-2161, 2021. [link] [arXiv]

[J1] L. Ye, S. Roy, S. Sundaram, "Resilient sensor placement for Kalman filtering in networked systems: Complexity and algorithms." IEEE Transactions on Control of Network Systems, vol. 7, iss. 4, pp. 1870-1881, 2020. [link] [arXiv]