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Wenjing Liao
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Wenjing Liao26 visible / 26 total nodes / 80 links

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Related contextRelated contextRelated contextCo-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 onAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipWenjing LiaoAWenjing LiaoResearcherLearning Theory of Transformers: Local-to-Global Approximation via Softmax Partition of UnityWLearning Theory of Tran...preprint / 2026Understanding In-Context Learning for Nonlinear Regression with Transformers: Attention as FeaturizerWUnderstanding In-Contex...preprint / 2026GemDepth: Geometry-Embedded Features for 3D-Consistent Video DepthWGemDepth: Geometry-Embe...preprint / 2026Yuecheng LiuAYuecheng LiuResearcherJunda ChengAJunda ChengResearcherLongliang LiuALongliang LiuResearcherHanrui ChengAHanrui ChengResearcherYuzhou WangAYuzhou WangResearcherXin YangAXin YangResearcherZhongjie ShiAZhongjie ShiResearcherAlexander HsuAAlexander HsuResearcherZhaiming ShenAZhaiming ShenResearcherRongjie LaiARongjie LaiResearcherMachine LearningTMachine Learning49008 worksMultiscale regression on unknown manifoldsWMultiscale regression o...preprint / 2021MUSIC for Single-Snapshot Spectral Estimation: Stability and Super-resolutionWMUSIC for Single-Snapsh...preprint / 2014MUSIC for multidimensional spectral estimation: stability and super-resolutionWMUSIC for multidimensio...preprint / 2015Computer VisionTComputer Vision30606 worksmath.NATmath.NA6807 worksDistribution Approximation and Statistical Estimation Guarantees of Generative Adversarial NetworksWDistribution Approximat...preprint / 2022Mismatch and resolution in compressive imagingWMismatch and resolution...preprint / 2011Phase Retrieval with Random Phase IlluminationWPhase Retrieval with Ra...preprint / 2012Fourier phasing with phase-uncertain maskWFourier phasing with ph...preprint / 2013Nonparametric Regression on Low-Dimensional Manifolds using Deep ReLU Networks : Function Approximation and Statistical RecoveryWNonparametric Regressio...preprint / 2022Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness ConstraintWBenefits of Overparamet...preprint / 2022
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Wenjing Liao

Researcher

PaperLearning Theory of Transformers: Local-to-Global Approximation via Softmax Partition of UnityAuthorship / preprint / 2026PaperUnderstanding In-Context Learning for Nonlinear Regression with Transformers: Attention as FeaturizerAuthorship / preprint / 2026PaperGemDepth: Geometry-Embedded Features for 3D-Consistent Video DepthAuthorship / preprint / 2026PersonYuecheng LiuCo-authorship / ResearcherPersonJunda ChengCo-authorship / ResearcherPersonLongliang LiuCo-authorship / ResearcherPersonHanrui ChengCo-authorship / ResearcherPersonYuzhou WangCo-authorship / Researcher

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