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node classification

482 papers

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Co-occurring keywords

graph neural network (3962) link prediction (624) semi-supervised learning (2341) representation learning (6206) graph classification (212) graph representation learning (246) message passing (579) graph representation (360) graph convolutional network (658) network embedding (111)

Papers

Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning AAAI 2025
Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection AACL 2025
GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection IJCAI 2025
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs AAAI 2025
HyperDefender: A Robust Framework for Hyperbolic GNNs AAAI 2025
Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025
Multiplex Graph Representation Learning via Bi-level Optimization IJCAI 2024
Unsupervised Deep Graph Structure and Embedding Learning IJCAI 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NIPS 2024
Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs AAAI 2024
Non-convolutional graph neural networks. NIPS 2024
Hypergraph Neural Architecture Search AAAI 2024
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NIPS 2024
PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering AAAI 2024
Perception-Inspired Graph Convolution for Music Understanding Tasks IJCAI 2024
Learning on Large Graphs using Intersecting Communities NIPS 2024
Predicting Housing Transaction with Common Covariance GNNs IJCAI 2024
SpeAr: A Spectral Approach for Zero-Shot Node Classification NIPS 2024
Bures-Wasserstein Means of Graphs AISTATS 2024
BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum AAAI 2024
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024
Graph Neural Networks Need Cluster-Normalize-Activate Modules NIPS 2024