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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023
HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023
Heterogeneous Graph Masked Autoencoders AAAI 2023
RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations ICML 2023
Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search AAAI 2023
Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023
DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023
Interpreting Unfairness in Graph Neural Networks via Training Node Attribution AAAI 2023
Dink-Net: Neural Clustering on Large Graphs ICML 2023
Graph Mixup with Soft Alignments ICML 2023
Social Relation Reasoning Based on Triangular Constraints AAAI 2023
Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding AAAI 2023
A Data Source for Reasoning Embodied Agents AAAI 2023
Relation-Aware Language-Graph Transformer for Question Answering AAAI 2023
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network AAAI 2023
Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery AAAI 2023
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023
Improving Interpretability via Explicit Word Interaction Graph Layer AAAI 2023