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Graph Neural Network

Papers

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Showing 1351–1400 of 3598 papers

TitleStatusHype
BernGraph: Probabilistic Graph Neural Networks for EHR-based Medication RecommendationsCode0
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed GraphsCode0
GrassNet: State Space Model Meets Graph Neural Network—0
Mitigating Degree Bias in Signed Graph Neural Networks—0
RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation—0
Interpretable Graph Neural Networks for Heterogeneous Tabular DataCode0
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models—0
Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic RewardsCode0
ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers—0
A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning—0
Modeling Multi-Step Scientific Processes with Graph Transformer Networks—0
Text classification optimization algorithm based on graph neural network—0
Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring—0
A GNN Model with Adaptive Weights for Session-Based Recommendation Systems—0
MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure—0
Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs—0
Understanding and Modeling Job Marketplace with Pretrained Language Models—0
MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis—0
CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs—0
SETN: Stock Embedding Enhanced with Textual and Network Information—0
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks—0
GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic AgingCode0
Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities—0
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations—0
CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction—0
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph EmbeddingCode0
MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images—0
Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies—0
GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks—0
A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation—0
Interpretable Triplet Importance for Personalized RankingCode0
GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks—0
Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain—0
Graph Residual based Method for Molecular Property Prediction—0
Enhancing material property prediction with ensemble deep graph convolutional networks—0
An Analysis of Novel Money Laundering Data Using Heterogeneous Graph Isomorphism Networks. FinCEN Files Case StudyCode0
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal DynamicsCode0
Robust Learning in Bayesian Parallel Branching Graph Neural Networks: The Narrow Width Limit—0
Multi-turn Response Selection with Commonsense-enhanced Language Models—0
Your Graph Recommender is Provably a Single-view Graph Contrastive Learning—0
Context-aware knowledge graph framework for traffic speed forecasting using graph neural networkCode0
BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky SocialCode0
Global Confidence Degree Based Graph Neural Network for Financial Fraud Detection—0
Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs—0
LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation—0
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques—0
Krait: A Backdoor Attack Against Graph Prompt Tuning—0
SENC: Handling Self-collision in Neural Cloth Simulation—0
Dirac--Bianconi Graph Neural Networks -- Enabling Non-Diffusive Long-Range Graph PredictionsCode0
Fusion Flow-enhanced Graph Pooling Residual Networks for Unmanned Aerial Vehicles Surveillance in Day and Night Dual Visions—0
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Benchmark Results

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