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Pengyang Wang
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Pengyang Wang28 visible / 28 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-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalPengyang WangAPengyang WangResearcherBeyond Extrapolation: Knowledge Utilization Paradigm with Bidirectional Inspiration for Time Series ForecastingWBeyond Extrapolation: K...preprint / 2026Computer-Aided Design Generation by Cascaded Discrete Diffusion ModelWComputer-Aided Design G...preprint / 2026SeesawNet: Towards Non-stationary Time Series Forecasting with Balanced Modeling of Common and Specific DependenciesWSeesawNet: Towards Non-...preprint / 2026From Passive Reuse to Active Reasoning: Grounding Large Language Models for Neuro-Symbolic Experience ReplayWFrom Passive Reuse to A...preprint / 2026Yingjie ZhouAYingjie ZhouResearcherLu JiangALu JiangResearcherLu ZhangALu ZhangResearcherHonghu PanAHonghu PanResearcherYongyong ChenAYongyong ChenResearcherZhenyu HeAZhenyu HeResearcherLiu ChongALiu ChongResearcherYanan XiaoAYanan XiaoResearcherYixiang TangAYixiang TangResearcherZechen FengAZechen FengResearcherMinghao YinAMinghao YinResearcherHao LiAHao LiResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksComputer VisionTComputer Vision30606 worksReinforced Imitative Graph Learning for Mobile User ProfilingWReinforced Imitative Gr...preprint / 2022Semi-supervised Drifted Stream Learning with Short LookbackWSemi-supervised Drifted...preprint / 2022Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training PerspectiveWReinforced Imitative Gr...preprint / 2021Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric LearningWTree Structure-Aware Gr...preprint / 2020Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack DetectionWDefending Water Treatme...preprint / 2020RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-TrainingWRPT: Toward Transferabl...preprint / 2022Reimagining City Configuration: Automated Urban Planning via Adversarial LearningWReimagining City Config...preprint / 2021Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation LearningWMulti-View MOOC Quality...preprint / 2023
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Pengyang Wang

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PaperBeyond Extrapolation: Knowledge Utilization Paradigm with Bidirectional Inspiration for Time Series ForecastingAuthorship / preprint / 2026PersonYingjie ZhouCo-authorship / ResearcherPersonLiu ChongCo-authorship / ResearcherPersonLu JiangCo-authorship / ResearcherPersonLu ZhangCo-authorship / ResearcherPersonHonghu PanCo-authorship / ResearcherPersonYongyong ChenCo-authorship / ResearcherPersonZhenyu HeCo-authorship / Researcher

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