conftrace_

node classification

482 papers

Explore in graph

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

GraphAgent: Agentic Graph Language Assistant EMNLP 2025
Attribute-Missing Multi-view Graph Clustering CVPR 2025
Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
Detecting Illicit Massage Businesses by Leveraging Graph Machine Learning IJCAI 2025
Self-Explainable Graph Transformer for Link Sign Prediction AAAI 2025
Universal Graph Self-Contrastive Learning IJCAI 2025
Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025
Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025
GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model For Unsupervised Graph Anomaly Detection IJCAI 2025
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025
Subgraph Invariant Learning Towards Large-Scale Graph Node Classification AAAI 2025
Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025
Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025
Implicit vs Unfolded Graph Neural Networks JMLR 2025
Graph Representation Learning in Hyperbolic Space via Dual-Masked COLING 2025
GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design NAACL 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection AACL 2025
Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025
Text-Attributed Graph Learning with Coupled Augmentations COLING 2025
Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025
Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025
Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025