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Graph Neural Networks

4,495 papers

Papers per year

Papers

Spatial Correspondence between Graph Neural Network-Segmented Images MIDL 2023
Calibration techniques for node classification using graph neural networks on medical image data MIDL 2023
DBGSL: Dynamic Brain Graph Structure Learning MIDL 2023
DBGDGM: Dynamic Brain Graph Deep Generative Model MIDL 2023
EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships MLHC 2023
Characterizing personalized effects of family information on disease risk using graph representation learning MLHC 2023
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing NSDI 2023
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023
Dynamic-Resolution Model Learning for Object Pile Manipulation RSS 2023
RGAT at SemEval-2023 Task 2: Named Entity Recognition Using Graph Attention Network SEMEVAL 2023
UM6P at SemEval-2023 Task 3: News genre classification based on transformers, graph convolution networks and number of sentences SEMEVAL 2023
MarSan at SemEval-2023 Task 10: Can Adversarial Training with help of a Graph Convolutional Network Detect Explainable Sexism? SEMEVAL 2023
VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction SEMEVAL 2023
Steno AI at SemEval-2023 Task 6: Rhetorical Role Labelling of Legal Documents using Transformers and Graph Neural Networks SEMEVAL 2023
SubMix: Learning to Mix Graph Sampling Heuristics UAI 2023
Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry UAI 2023
Personalized federated domain adaptation for item-to-item recommendation UAI 2023
Multi-view graph contrastive learning for solving vehicle routing problems UAI 2023
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation UAI 2023
Structure-aware robustness certificates for graph classification UAI 2023
Contrastive learning for supervised graph matching UAI 2023
Graph Self-supervised Learning via Proximity Distribution Minimization UAI 2023
Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing WACV 2023
Efficient Skeleton-Based Action Recognition via Joint-Mapping Strategies WACV 2023
Adaptive Local-Component-Aware Graph Convolutional Network for One-Shot Skeleton-Based Action Recognition WACV 2023