conftrace_

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

GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization NAACL 2025
HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025
Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025
Universal Graph Self-Contrastive Learning IJCAI 2025
Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks IJCAI 2025
Detecting Illicit Massage Businesses by Leveraging Graph Machine Learning IJCAI 2025
Text-Attributed Graph Learning with Coupled Augmentations COLING 2025
Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025
Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025
Implicit vs Unfolded Graph Neural Networks JMLR 2025
GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Clean-Label Graph Backdoor Attack in the Node Classification Task AAAI 2025
HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting AAAI 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection AACL 2025
Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning AAAI 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025
Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective IJCAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025