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Tag: Node Classification

  • Graph Simplification Technique Maintains Crucial Data Links with Unprecedented Speed
    Machine Learning

    Graph Simplification Technique Maintains Crucial Data Links with Unprecedented Speed

    by Rohail T.February 5, 2026
  • RAG-Gfm Achieves Scalable Graph Foundation Models by Offloading Knowledge from Parameters
    Artificial Intelligence

    RAG-Gfm Achieves Scalable Graph Foundation Models by Offloading Knowledge from Parameters

    by Rohail T.January 26, 2026
  • Plgc Achieves Label-Free Graph Condensation, Matching Data Statistics Without Ground-Truth Labels
    Machine Learning

    Plgc Achieves Label-Free Graph Condensation, Matching Data Statistics Without Ground-Truth Labels

    by Rohail T.January 19, 2026
  • Parallelizing Graph Neural Networks Enables Faster Node-Level Explainability for Large Graphs
    Machine Learning

    Parallelizing Graph Neural Networks Enables Faster Node-Level Explainability for Large Graphs

    by Rohail T.January 12, 2026
  • Robust Solution Advances GNN Performance with Dense Features and Realistic Missing Data
    Machine Learning

    Robust Solution Advances GNN Performance with Dense Features and Realistic Missing Data

    by Rohail T.January 12, 2026
  • Heterohba Enables Stealthy Backdoor Poisoning on Heterogeneous Graphs Via Generative Feature Synthesis
    Machine Learning

    Heterohba Enables Stealthy Backdoor Poisoning on Heterogeneous Graphs Via Generative Feature Synthesis

    by Rohail T.January 8, 2026

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