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Mingyi Hong
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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipMingyi HongAMingyi HongResearcherRethinking Muon Beyond Pretraining: Spectral Failures and High-Pass Remedies for VLA and RLVRWRethinking Muon Beyond ...preprint / 2026Revisiting the Adam-SGD Gap in LLM Pre-Training: The Role of Large Effective Learning RatesWRevisiting the Adam-SGD...preprint / 2026CUDAHercules: Benchmarking Hardware-Aware Expert-level CUDA Optimization for LLMsWCUDAHercules: Benchmark...preprint / 2026Chongyu FanAChongyu FanResearcherGaowen LiuAGaowen LiuResearcherRamana Rao KompellaARamana Rao KompellaResearcherSijia LiuASijia LiuResearcherAthanasios GlentisAAthanasios GlentisResearcherDawei LiADawei LiResearcherChung-Yiu YauAChung-Yiu YauResearcherShiyang LiAShiyang LiResearcherZijian ZhangAZijian ZhangResearcherGuangyan SunAGuangyan SunResearcherYuebo LuoAYuebo LuoResearcherWinson ChenAWinson ChenResearcherMachine LearningTMachine Learning49008 worksA Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-CriticWA Two-Timescale Framewo...preprint / 2022On the Divergence of Decentralized Non-Convex OptimizationWOn the Divergence of De...preprint / 2020Lower Bounds Optimization for Coordinated Linear Transmission Beamformer Design in Multicell Network DownlinkWLower Bounds Optimizati...preprint / 2011Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part I: Equilibria and Algorithms for Power AllocationWDistributed Uplink Reso...preprint / 2011Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part II: Equilibria and Algorithms for Joint Access Point Selection and Power AllocationWDistributed Uplink Reso...preprint / 2011On the Linear Convergence of the Alternating Direction Method of MultipliersWOn the Linear Convergen...preprint / 2013Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA NetworkWMechanism Design for Ba...preprint / 2012Signal Processing and Optimal Resource Allocation for the Interference ChannelWSignal Processing and O...preprint / 2012Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation BoundsWJoint User Grouping and...preprint / 2013
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Mingyi Hong

Researcher