| An Online Learning Approach to Network Application Optimization with Guarantee K Cai, X Liu, YZJ Chen, JCS Lui IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 2006-2014, 2018 | 33 | 2018 |
| 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, YJ Chen, M Hajiesmaili, J Lui, D Towsley IEEE INFOCOM 2022-IEEE Conference on Computer Communications., 2022 | 25 | 2022 |
| 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, 2022 | 10 | 2022 |
| 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 |
| Learning to count: A deep learning framework for graphlet count estimation X Liu, YZJ Chen, JCS Lui, K Avrachenkov Network Science, 1-38, 2020 | 8 | 2020 |
| Learning with Guarantee via Constrained Multi-armed Bandit: Theory and Network Applications K Cai, X Liu, YZJ Chen, JCS Lui IEEE Transactions on Mobile Computing, 2022 | 7 | 2022 |
| Graphlet Count Estimation via Convolutional Neural Networks X Liu, YZJ Chen, J Lui, K Avrachenkov Complex Networks 2018, 2018 | 3 | 2018 |
| Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits? X Wang, L Yang, YZJ Chen, X Liu, M Hajiesmaili, D Towsley, JCS Lui Uncertainty in Artificial Intelligence, 2192-2202, 2023 | 2 | 2023 |
| Quantum Best Arm Identification X Wang, YZ Janice Chen, MG de Andrade, M Hajiesmaili, JCS Lui, ... ACM SIGMETRICS Performance Evaluation Review 51 (2), 72-74, 2023 | 1 | 2023 |
| Hierarchical Learning Algorithms for Multi-scale Expert Problems L Yang, YJ Chen, MH Hajiesmaili, M Herbster, D Towsley Proceedings of the ACM on Measurement and Analysis of Computing Systems 6 (2 …, 2022 | 1 | 2022 |
| To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints? YZJ Chen, DS Menasché, D Towsley 2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2021 | 1 | 2021 |
| On Collaboration in Distributed Parameter Estimation with Resource Constraints YZJ Chen, DS Menasché, D Towsley IEEE Transactions on Network and Service Management, 2024 | | 2024 |
| Quickest Change Detection with Confusing Change YZJ Chen, J Zuo, VV Veeravalli, D Towsley arXiv preprint arXiv:2405.00842, 2024 | | 2024 |
Don TowsleyUniversity of MassachusettsVerified email at cs.umass.edu