node classification

Exact Certification of (Graph) Neural Networks Against Label Poisoning ICLR 2025 Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025 Explanations of GNN on Evolving Graphs via Axiomatic Layer edges ICLR 2025 Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph IJCAI 2025 Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025 Fully-inductive Node Classification on Arbitrary Graphs ICLR 2025 GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection IJCAI 2025 GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks ICLR 2025 GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning ICLR 2025 GraphAgent: Agentic Graph Language Assistant EMNLP 2025 Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience AAAI 2025 GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025 GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization NAACL 2025 Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems ICLR 2025 Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025 Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025 Graph Sparsification via Mixture of Graphs ICLR 2025 Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025 ‘Hello, World!’: Making GNNs Talk with LLMs EMNLP 2025 HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting AAAI 2025 Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025 HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025 Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025 HyperDefender: A Robust Framework for Hyperbolic GNNs AAAI 2025 IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning ICLR 2025