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Graph Neural Networks

4,495 papers

Papers per year

Papers

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL 2023
Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023
RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs ACL 2023
Fast Online Node Labeling for Very Large Graphs ICML 2023
RealGraph: A Multiview Dataset for 4D Real-world Context Graph Generation ICCV 2023
A Geometric Deep Learning Framework for Generation of Virtual Left Ventricles as Graphs MIDL 2023
A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design NIPS 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023
Taming graph kernels with random features ICML 2023
Boundary Graph Neural Networks for 3D Simulations AAAI 2023
VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction SEMEVAL 2023
Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023
DRew: Dynamically Rewired Message Passing with Delay ICML 2023
Multimodal Graph Transformer for Multimodal Question Answering EACL 2023
ORANGE: Text-video Retrieval via Watch-time-aware Heterogeneous Graph Contrastive Learning EMNLP 2023
Calibration techniques for node classification using graph neural networks on medical image data MIDL 2023
Demystifying Oversmoothing in Attention-Based Graph Neural Networks NIPS 2023
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NIPS 2023
Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems NIPS 2023
Optimality of Message-Passing Architectures for Sparse Graphs NIPS 2023
From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA NIPS 2023
Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract) AAAI 2023
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023
Fisher Information Embedding for Node and Graph Learning ICML 2023