| An optimal algorithm for online non-convex learning L Yang, L Deng, MH Hajiesmaili, C Tan, WS Wong Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (2 …, 2018 | 39 | 2018 |
| Adversarial bandits with corruptions: Regret lower bound and no-regret algorithm L Yang, MH Hajiesmaili, MS Talebi, J Lui, WS Wong Advances in Neural Information Processing Systems, 2020 | 38 | 2020 |
| Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback L Yang, YZJ Chen, S Pasteris, M Hajiesmaili, J Lui, D Towsley Advances in Neural Information Processing Systems 34, 2021 | 31 | 2021 |
| Distributed bandits with heterogeneous agents L Yang, YZJ Chen, MH Hajiemaili, JCS Lui, D Towsley IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 200-209, 2022 | 25 | 2022 |
| Competitive algorithms for online multidimensional knapsack problems L Yang, A Zeynali, MH Hajiesmaili, RK Sitaraman, D Towsley Proceedings of the ACM on Measurement and Analysis of Computing Systems 5 (3 …, 2021 | 25 | 2021 |
| Online Linear Optimization with Inventory Management Constraints L Yang, MH Hajiesmaili, R Sitaraman, A Wierman, E Mallada, WS Wong Proceedings of the ACM on Measurement and Analysis of Computing Systems 4 (1 …, 2020 | 23* | 2020 |
| Stabilization of discrete time stochastic system with input delay and control dependent noise C Tan, L Yang, F Zhang, Z Zhang, WS Wong Systems & Control Letters 123, 62-68, 2019 | 23 | 2019 |
| The online knapsack problem with departures B Sun, L Yang, M Hajiesmaili, A Wierman, JCS Lui, D Towsley, ... Proceedings of the ACM on Measurement and Analysis of Computing Systems 6 (3 …, 2022 | 22 | 2022 |
| An optimal vertical handoff decision algorithm for multiple services with different priorities in heterogeneous wireless networks J Zhu, L Xu, L Yang, W Xie Wireless Personal Communications 83, 527-549, 2015 | 21 | 2015 |
| An optimal randomized online algorithm for QoS buffer management L Yang, WS Wong, MH Hajiesmaili Proceedings of the ACM on Measurement and Analysis of Computing Systems 1 (2 …, 2017 | 13 | 2017 |
| Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits X Wang, L Yang, YZJ Chen, X Liu, M Hajiesmaili, D Towsley, JCS Lui The Eleventh International Conference on Learning Representations, 2023 | 11 | 2023 |
| On-demand communication for asynchronous multi-agent bandits YZJ Chen, L Yang, X Wang, X Liu, M Hajiesmaili, JCS Lui, D Towsley International Conference on Artificial Intelligence and Statistics, 3903-3930, 2023 | 9 | 2023 |
| Hour-ahead offering strategies in electricity market for power producers with storage and intermittent supply L Yang, MH Hajiesmaili, H Yi, M Chen Proceedings of the 2017 ACM SIGMETRICS/International Conference on …, 2017 | 9 | 2017 |
| Learning-Based control policy and regret analysis for online quadratic optimization with asymmetric information structure C Tan, L Yang, WS Wong IEEE Transactions on Cybernetics 52 (6), 4797-4810, 2021 | 7 | 2021 |
| Competitive online algorithms for geographical load balancing in data centers with energy storage CK Chau, L Yang Proceedings of the 5th international workshop on energy efficient data …, 2016 | 7 | 2016 |
| Stable tuning for random early detection algorithm L Yang, J Zhu, W Xie, X Tan Proceedings of the 33rd Chinese Control Conference, 5470-5475, 2014 | 5 | 2014 |
| Cooperative multi-agent bandits: Distributed algorithms with optimal individual regret and constant communication costs L Yang, X Wang, M Hajiesmaili, L Zhang, J Lui, D Towsley arXiv preprint arXiv:2308.04314, 2023 | 4 | 2023 |
| Online linear programming with uncertain constraints L Yang, MH Hajiesmaili, WS Wong 2019 53rd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2019 | 4 | 2019 |
| An average queue-length-difference-based congestion detection algorithm in TCP/AQM network J Zhu, T Luo, L Yang, W Xie, GE Dullerud International Journal of Adaptive Control and Signal Processing, 2018 | 4 | 2018 |
| Gittins index based control policy for a class of pursuit‐evasion problems C Tan, C Xu, L Yang, WS Wong IET Control Theory & Applications 12 (1), 110-118, 2018 | 4 | 2018 |
Mohammad HajiesmailiAssociate Professor, Manning College of Information and Computer Sciences, UMass AmherstVerified email at cs.umass.edu