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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Hard Sample Aware Network for Contrastive Deep Graph Clustering AAAI 2023
Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023
Topological Pooling on Graphs AAAI 2023
Sentiment Analysis using the Relationship between Users and Products ACL 2023
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network AAAI 2023
Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning AAAI 2023
Beyond Graph Convolutional Network: An Interpretable Regularizer-Centered Optimization Framework AAAI 2023
Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis AAAI 2023
TopicFM: Robust and Interpretable Topic-Assisted Feature Matching AAAI 2023
Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks AAAI 2023
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis AAAI 2023
Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding AAAI 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023
Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis AAAI 2023
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023
Adaptive Graph Convolutional Subspace Clustering CVPR 2023
Sample-Level Multi-View Graph Clustering CVPR 2023
IMP: Iterative Matching and Pose Estimation With Adaptive Pooling CVPR 2023
PointListNet: Deep Learning on 3D Point Lists CVPR 2023
Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023
Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network AAAI 2023
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023
Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023
On Generalized Degree Fairness in Graph Neural Networks AAAI 2023