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Graph Neural Network

Papers

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Showing 2601–2650 of 3598 papers

TitleStatusHype
DANBO: Disentangled Articulated Neural Body Representations via Graph Neural Networks—0
FINETUNA: Fine-tuning Accelerated Molecular Simulations—0
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization—0
Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing—0
Learning and Evaluating Character Representations in NovelsCode0
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model—0
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning—0
Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications—0
A Practical Two-stage Ranking Framework for Cross-market RecommendationCode0
Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification—0
Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking—0
ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching—0
Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution—0
Graph Neural Network-based Early Bearing Fault Detection—0
Graph Neural Network based Agent in Google Research Football—0
All-optical graph representation learning using integrated diffractive photonic computing units—0
Automating Neural Architecture Design without Search—0
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network—0
Network Topology Optimization via Deep Reinforcement Learning—0
PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement—0
Characterizing and Understanding Distributed GNN Training on GPUs—0
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network—0
Learning time-dependent PDE solver using Message Passing Graph Neural Networks—0
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints—0
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition—0
Augmentation-Free Graph Contrastive Learning with Performance Guarantee—0
Explicit Feature Interaction-aware Graph Neural NetworksCode0
"The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping—0
Micro-Behavior Encoding for Session-based Recommendation—0
Synthetic Graph Generation to Benchmark Graph Learning—0
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks—0
MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection—0
Message Passing Neural Networks for Hypergraphs—0
Multi-Robot Active Mapping via Neural Bipartite Graph Matching—0
AdaGrid: Adaptive Grid Search for Link Prediction Training ObjectiveCode0
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis—0
Graph similarity learning for change-point detection in dynamic networksCode0
Long-term Visual Map Sparsification with Heterogeneous GNN—0
Learning to Synthesize Volumetric Meshes from Vision-based Tactile Imprints—0
Revisiting Neighborhood-based Link Prediction for Collaborative Filtering—0
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors SupervisionCode0
Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks—0
End-to-End Active Speaker DetectionCode0
A comparative analysis of Graph Neural Networks and commonly used machine learning algorithms on fake news detection—0
LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction—0
Ethereum Fraud Detection with Heterogeneous Graph Neural Networks—0
3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention—0
Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering Detection in Bitcoin—0
Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models—0
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily—0
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Benchmark Results

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