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Xinyu Liu
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Xinyu Liu31 visible / 31 total nodes / 80 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextWorks onWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onRelated contextRelated contextRelated contextWorks onWorks onWorks onWorks onWorks onRelated contextAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onXinyu LiuAXinyu LiuResearcherAlmost Sure Convergence Rates of Stochastic Approximation and Reinforcement Learning via a Poisson-Moreau DriftWAlmost Sure Convergence...preprint / 2026Teacher-Guided Policy Optimization for LLM DistillationWTeacher-Guided Policy O...preprint / 2026Beyond Linear Attention: Softmax Transformers Implement In-Context Reinforcement LearningWBeyond Linear Attention...preprint / 2026Convergence and Emergence of In-Context Reinforcement Learning with Chain of ThoughtWConvergence and Emergen...preprint / 2026COPRA: Conditional Parameter Adaptation with Reinforcement Learning for Video Anomaly DetectionWCOPRA: Conditional Para...preprint / 2026MathlibPR: Pull Request Merge-Readiness Benchmark for Formal Mathematical LibrariesWMathlibPR: Pull Request...preprint / 2026OracleTSC: Oracle-Informed Reward Hurdle and Uncertainty Regularization for Traffic Signal ControlWOracleTSC: Oracle-Infor...preprint / 2026Controlling Decision Drift in Multimodal Sentiment Analysis with Missing ModalitiesWControlling Decision Dr...preprint / 2026Offline Two-Player Zero-Sum Markov Games with KL RegularizationWOffline Two-Player Zero...preprint / 2026AesRM: Improving Video Aesthetics with Expert-Level FeedbackWAesRM: Improving Video ...preprint / 2026Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward ModelingWEdit-Compass & EditRewa...preprint / 2026Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated VideosWArtifact-Bench: Evaluat...preprint / 2026Zixuan XieAZixuan XieResearcherShangtong ZhangAShangtong ZhangResearcherRohan ChandraARohan ChandraResearcherClaire ChenAClaire ChenResearcherShuze Daniel LiuAShuze Daniel LiuResearcherDarryl Cherian JacobADarryl Cherian JacobResearcherKai WangAKai WangResearcherPan HeAPan HeResearcherChenglizhao ChenAChenglizhao ChenResearcherYuchen CaoAYuchen CaoResearcherMengke SongAMengke SongResearcherGuisheng ZhangAGuisheng ZhangResearcherMachine LearningTMachine Learning49008 worksComputer VisionTComputer Vision30606 worksArtificial IntelligenceTArtificial Intelligence22915 worksComputer Science and Game TheoryTComputer Science and Ga...1864 worksLogic in Computer ScienceTLogic in Computer Science2208 worksmath.OCTmath.OC9232 works
Person20 links

Xinyu Liu

Researcher

PaperAlmost Sure Convergence Rates of Stochastic Approximation and Reinforcement Learning via a Poisson-Moreau DriftAuthorship / preprint / 2026PaperTeacher-Guided Policy Optimization for LLM DistillationAuthorship / preprint / 2026PersonZixuan XieCo-authorship / ResearcherPersonShangtong ZhangCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPersonRohan ChandraCo-authorship / ResearcherPersonClaire ChenCo-authorship / ResearcherPersonShuze Daniel LiuCo-authorship / Researcher

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