conftrace_

graph foundation model

10 papers

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Also known as

GFM

Co-occurring keywords · papers mentioning both

mixture of expert (2) node classification (2) adversarial attack (2) persistent attack (1) overfitting (1) gnns (1) expressiveness (1) homophily (1) collaboration (1) graph vocabulary (1)

Papers

SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026 Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models AAAI 2026 AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization ICML 2025 How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees ICML 2025 Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment ICML 2025 Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks ICML 2025 Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees ICML 2025 When Do LLMs Help With Node Classification? A Comprehensive Analysis ICML 2025 OpenGraph: Towards Open Graph Foundation Models EMNLP 2024 Position: Graph Foundation Models Are Already Here ICML 2024