Qiaomin Xie

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Yudong ChenAssociate Professor, University of Wisconsin-MadisonDirección de correo verificada de wisc.edu
Yi LuProfessor of Electrical and Computer Engineering, University of IllinoisDirección de correo verificada de illinois.edu
Zhaoran WangAssociate Professor at Northwestern UniversityDirección de correo verificada de northwestern.edu
Zhuoran YangYale UniversityDirección de correo verificada de yale.edu
Devavrat ShahMassachusetts Institute of TechnologyDirección de correo verificada de mit.edu
Zhi XuPh.D. in EECS, MITDirección de correo verificada de mit.edu
Yingjie FeiCornell UniversityDirección de correo verificada de cornell.edu
Eytan ModianoMITDirección de correo verificada de mit.edu
R. SrikantUniversity of Illinois at Urbana-ChampaignDirección de correo verificada de illinois.edu
Mayank PundirFacebookDirección de correo verificada de fb.com
Roy H CampbellProfessor of Computer Science, University of IllinoisDirección de correo verificada de illinois.edu
Cristina L. AbadProfessor of Computer Science, Escuela Superior Politécnica del LitoralDirección de correo verificada de fiec.espol.edu.ec
Kaiqing ZhangAssistant Professor, University of Maryland, College ParkDirección de correo verificada de umd.edu
Tamer BaşarSwanlund Endowed Chair Emeritus & CAS Professor Emeritus of ECE, University of IllinoisDirección de correo verificada de illinois.edu

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Qiaomin Xie

Assistant Professor, University of Wisconsin-Madison

Dirección de correo verificada de wisc.edu - Página principal

Reinforcement Learning Applied probability Game theory Stochastic networks


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	461	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	161	2023
Q-learning with nearest neighbors D Shah, Q Xie Proceedings of the 32nd International Conference on Neural Information …, 2018	98	2018
Power of d Choices for Large-Scale Bin Packing: A Loss Model Q Xie, X Dong, Y Lu, R Srikant ACM Sigmetrics, 2015	85	2015
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	77	2020
Reinforcement learning for optimal control of queueing systems B Liu, Q Xie, E Modiano 2019 57th annual allerton conference on communication, control, and …, 2019	70*	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	65*	2021
Non-asymptotic analysis of monte carlo tree search D Shah, Q Xie, Z Xu Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020	64*	2020
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	63	2016
Dynamic Regret of Policy Optimization in Non-Stationary Environments Y Fei, Z Yang, Z Wang, Q Xie Advances in Neural Information Processing Systems, 2020	59	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
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	42	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	40	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	32	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	27	2023
Stochastic online scheduling on unrelated machines V Gupta, B Moseley, M Uetz, Q Xie Integer Programming and Combinatorial Optimization: 19th International …, 2017	25	2017
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	24	2020
Bias and Extrapolation in Markovian Linear Stochastic Approximation with Constant Stepsizes D Huo, Y Chen, Q Xie Abstract Proceedings of the 2023 ACM SIGMETRICS International Conference on …, 2023	22	2023
Stable Reinforcement Learning with Unbounded State Space D Shah, Q Xie, Z Xu Learning for Dynamics and Control (L4DC), pp. 581-581, 2020	20	2020
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

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