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Graph Neural Networks

4,495 papers

Papers per year

Papers

Cluster-Guided Contrastive Graph Clustering Network AAAI 2023
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition CVPR 2023
Crowd-Level Abnormal Behavior Detection via Multi-Scale Motion Consistency Learning AAAI 2023
MolGrapher: Graph-based Visual Recognition of Chemical Structures ICCV 2023
Tumor Budding T-cell Graphs: Assessing the Need for Resection in pT1 Colorectal Cancer Patients MIDL 2023
Sentiment Analysis using the Relationship between Users and Products ACL 2023
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023
Deep Graph Structural Infomax AAAI 2023
DMNet: Delaunay Meshing Network for 3D Shape Representation ICCV 2023
Is Distance Matrix Enough for Geometric Deep Learning? NIPS 2023
Limits, approximation and size transferability for GNNs on sparse graphs via graphops NIPS 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023
Gradient-Based Graph Attention for Scene Text Image Super-resolution AAAI 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NIPS 2023
Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023
Transformers as Graph-to-Graph Models EMNLP 2023
Conditional Graph Information Bottleneck for Molecular Relational Learning ICML 2023
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking NIPS 2023
More Knowledge, Less Bias: Unbiasing Scene Graph Generation With Explicit Ontological Adjustment WACV 2023
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education AAAI 2023
Spectral Augmentation for Self-Supervised Learning on Graphs ICLR 2023
CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation ICCV 2023
Implicit Graphon Neural Representation AISTATS 2023
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis NIPS 2023
Local and Global: Temporal Question Answering via Information Fusion IJCAI 2023