| Join-idle-queue: A novel load balancing algorithm for dynamically scalable web services Y Lu, Q Xie, G Kliot, A Geller, JR Larus, A Greenberg Performance Evaluation 68 (11), 1056-1071, 2011 | 442 | 2011 |
| Learning Zero-Sum Simultaneous-Move Markov Games UsingFunction Approximation and Correlated Equilibrium Q Xie, Y Chen, Z Wang, Z Yang Mathematics of Operations Research 48, 433--462, 2023 | 138 | 2023 |
| Q-learning with nearest neighbors D Shah, Q Xie Proceedings of the 32nd International Conference on Neural Information …, 2018 | 84 | 2018 |
| Power of d Choices for Large-Scale Bin Packing: A Loss Model Q Xie, X Dong, Y Lu, R Srikant ACM Sigmetrics, 2015 | 84 | 2015 |
| Scheduling with Multi-level Data Locality: Throughput and Heavy-Traffic Optimality Q Xie, A Yekkehkhany, Y Lu 2016 IEEE Conference on Computer Communications (INFOCOM), 2016 | 62 | 2016 |
| Non-asymptotic analysis of monte carlo tree search D Shah, Q Xie, Z Xu Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020 | 53* | 2020 |
| Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret Y Fei, Z Yang, Y Chen, Z Wang, Q Xie Advances in Neural Information Processing Systems, 2020 | 53 | 2020 |
| Priority algorithm for near-data scheduling: Throughput and heavy-traffic optimality Q Xie, Y Lu 2015 IEEE Conference on Computer Communications (INFOCOM), 963-972, 2015 | 51 | 2015 |
| Reinforcement learning for optimal control of queueing systems B Liu, Q Xie, E Modiano 2019 57th annual allerton conference on communication, control, and …, 2019 | 49* | 2019 |
| Learning while playing in mean-field games: Convergence and optimality Q Xie, Z Yang, Z Wang, A Minca International Conference on Machine Learning, 11436-11447, 2021 | 48* | 2021 |
| Dynamic Regret of Policy Optimization in Non-Stationary Environments Y Fei, Z Yang, Z Wang, Q Xie Advances in Neural Information Processing Systems, 2020 | 46 | 2020 |
| Pandas: robust locality-aware scheduling with stochastic delay optimality Q Xie, M Pundir, Y Lu, CL Abad, RH Campbell IEEE/ACM Transactions on Networking 25 (2), 662-675, 2016 | 40 | 2016 |
| Zero queueing for multi-server jobs W Wang, Q Xie, M Harchol-Balter Proceedings of the ACM on Measurement and Analysis of Computing Systems 5 (1 …, 2021 | 31 | 2021 |
| Greed works—online algorithms for unrelated machine stochastic scheduling V Gupta, B Moseley, M Uetz, Q Xie Mathematics of operations research 45 (2), 497-516, 2020 | 27 | 2020 |
| Stochastic online scheduling on unrelated machines V Gupta, B Moseley, M Uetz, Q Xie Integer Programming and Combinatorial Optimization: 19th International …, 2017 | 22 | 2017 |
| Degree-guided map-reduce task assignment with data locality constraint Q Xie, Y Lu 2012 IEEE International Symposium on Information Theory Proceedings, 985-989, 2012 | 20 | 2012 |
| POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis W Mao, K Zhang, Q Xie, T Basar Advances in Neural Information Processing Systems, 2020 | 18 | 2020 |
| Reward poisoning attacks on offline multi-agent reinforcement learning Y Wu, J McMahan, X Zhu, Q Xie Proceedings of the aaai conference on artificial intelligence 37 (9), 10426 …, 2023 | 12 | 2023 |
| On Reinforcement Learning for Turn-based Zero-sum Markov Games D Shah, V Somani, Q Xie, Z Xu Proceedings of the 2020 ACM-IMS on Foundations of Data Science Conference …, 2020 | 9 | 2020 |
| Stable Reinforcement Learning with Unbounded State Space D Shah, Q Xie, Z Xu Learning for Dynamics and Control (L4DC), pp. 581-581, 2020 | 9 | 2020 |
Yi LuProfessor of Electrical and Computer Engineering, University of IllinoisVerified email at illinois.edu
