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Muhan Zhang
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Muhan Zhang27 visible / 27 total nodes / 80 links

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Related contextCo-authorshipCo-authorshipWorks onWorks onCo-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 onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalMuhan ZhangAMuhan ZhangResearcherThe Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language ModelsWThe Expressivity Bounda...preprint / 2026FlashMol: High-Quality Molecule Generation in as Few as Four StepsWFlashMol: High-Quality ...preprint / 2026Position: How can Graphs Help Large Language Models?WPosition: How can Graph...preprint / 2026MISA: Mixture of Indexer Sparse Attention for Long-Context LLM InferenceWMISA: Mixture of Indexe...preprint / 2026Toward Better Geometric Representations for Molecule Generative ModelsWToward Better Geometric...preprint / 2026SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative MemoryWSAGE: A Self-Evolving A...preprint / 2026Yanbo WangAYanbo WangResearcherShaoheng YanAShaoheng YanResearcherZhiyu ZhaoAZhiyu ZhaoResearcherXuejie LiuAXuejie LiuResearcherAnji LiuAAnji LiuResearcherJuntong WangAJuntong WangResearcherHaoyue ZhaoAHaoyue ZhaoResearcherguanghui PanAguanghui PanResearcherCai ZhouACai ZhouResearcherQiaojing HuangAQiaojing HuangResearcherKai LiuAKai LiuResearcherRuijie ZhouARuijie ZhouResearcherArtificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksLabeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation LearningWLabeling Trick: A Theor...preprint / 2022Inductive Matrix Completion Based on Graph Neural NetworksWInductive Matrix Comple...preprint / 2020Recovering Metabolic Networks using A Novel Hyperlink Prediction MethodWRecovering Metabolic Ne...preprint / 2016Decoupling the Depth and Scope of Graph Neural NetworksWDecoupling the Depth an...preprint / 2022Deep Graph Neural Networks with Shallow Subgraph SamplersWDeep Graph Neural Netwo...preprint / 2022How Powerful are Spectral Graph Neural NetworksWHow Powerful are Spectr...preprint / 2022
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Muhan Zhang

Researcher

PaperThe Expressivity Boundary of Probabilistic Circuits: A Comparison with Large Language ModelsAuthorship / preprint / 2026PersonYanbo WangCo-authorship / ResearcherPersonShaoheng YanCo-authorship / ResearcherTopicArtificial IntelligenceWorks on / 22915 worksTopicMachine LearningWorks on / 49008 worksPersonZhiyu ZhaoCo-authorship / ResearcherPersonXuejie LiuCo-authorship / ResearcherPersonAnji LiuCo-authorship / Researcher

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