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Siyuan Liu
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Siyuan Liu19 visible / 19 total nodes / 45 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipSiyuan LiuASiyuan LiuResearcherData Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-TuningWData Difficulty and the...preprint / 2026Jingzhao ZhangAJingzhao ZhangResearcherTinghong ChenATinghong ChenResearcherXinghan LiAXinghan LiResearcherYifei WangAYifei WangResearcherSecure-by-Construction Synthesis of Cyber-Physical SystemsWSecure-by-Construction ...preprint / 2022Compositional synthesis of almost maximally permissible safety controllersWCompositional synthesis...preprint / 2021Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural NetworksWReal-Time Quality Asses...preprint / 2020What Do LLM Agents Know About Their World? Task2Quiz: A Paradigm for Studying Environment UnderstandingWWhat Do LLM Agents Know...preprint / 2026Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksImproving the estimation of directional area scattering factor (DASF) from canopy reflectance: theoretical basis and validationWImproving the estimatio...preprint / 2022On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case StudyWOn Understanding the In...preprint / 2022Strain-driven valley states and phase transitions in Janus VSiGeN4 monolayerWStrain-driven valley st...preprint / 2022Explainable AI for Classification using Probabilistic Logic InferenceWExplainable AI for Clas...preprint / 2020An Investigation of COVID-19 Spreading Factors with Explainable AI TechniquesWAn Investigation of COV...preprint / 2020ALID: Scalable Dominant Cluster DetectionWALID: Scalable Dominant...preprint / 2014Towards Enhancing Database Education: Natural Language Generation Meets Query Execution PlansWTowards Enhancing Datab...preprint / 2021
Person18 links

Siyuan Liu

Researcher

PaperData Difficulty and the Generalization--Extrapolation Tradeoff in LLM Fine-TuningAuthorship / preprint / 2026PersonJingzhao ZhangCo-authorship / ResearcherPersonTinghong ChenCo-authorship / ResearcherPersonXinghan LiCo-authorship / ResearcherPersonYifei WangCo-authorship / ResearcherPaperSecure-by-Construction Synthesis of Cyber-Physical SystemsAuthorship / preprint / 2022PaperCompositional synthesis of almost maximally permissible safety controllersAuthorship / preprint / 2021PaperReal-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural NetworksAuthorship / preprint / 2020

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