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Junyu Zhang
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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipJunyu ZhangAJunyu ZhangResearcherAutomated Reformulation of Robust Optimization via Memory-Augmented Large Language ModelsWAutomated Reformulation...preprint / 2026Shuang JinAShuang JinResearcherGuanyi WangAGuanyi WangResearcherJinbiao ChenAJinbiao ChenResearcherGuoyun ZhangAGuoyun ZhangResearcherHanzhang QinAHanzhang QinResearcherZero-sum risk-sensitive continuous-time stochastic games with unbounded payoff and transition rates and Borel spacesWZero-sum risk-sensitive...preprint / 2021Variational Policy Gradient Method for Reinforcement Learning with General UtilitiesWVariational Policy Grad...preprint / 2020Wireless Communication Based on Microwave Photon-Level Detection With Superconducting Devices: Achievable Rate PredictionWWireless Communication ...preprint / 2020Generalization Bounds for Stochastic Saddle Point ProblemsWGeneralization Bounds f...preprint / 2020Finite-size analysis of continuous variable source-independent quantum random number generationWFinite-size analysis of...preprint / 2020Cautious Reinforcement Learning via Distributional Risk in the Dual DomainWCautious Reinforcement ...preprint / 2020Abundant Population of Broad H$α$ Emitters in the GOODS-N Field Revealed by CONGRESS, FRESCO, and JADESWAbundant Population of ...preprint / 2026Artificial IntelligenceTArtificial Intelligence22915 worksA Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDPWA Near-Optimal Primal-D...preprint / 2022Cubic Regularized Newton Method for Saddle Point Models: a Global and Local Convergence AnalysisWCubic Regularized Newto...preprint / 2020On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous ControlWOn the Sample Complexit...preprint / 2023A Unified Primal-Dual Algorithm Framework for Inequality Constrained ProblemsWA Unified Primal-Dual A...preprint / 2022
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Junyu Zhang

Researcher