Graph neural network
Class of artificial neural networks
π Rating
12 news mentions Β· π 0 likes Β· π 0 dislikes
π Topics
- Machine Learning (4)
- Graph Neural Networks (2)
- Multimodal Systems (2)
- Neuroimaging (1)
- Wireless Technology (1)
- AI Applications (1)
- Computational Complexity (1)
- Cybersecurity (1)
- Formal Verification (1)
- Machine Learning Innovation (1)
- Network Analysis (1)
- Computational Efficiency (1)
π·οΈ Keywords
Graph Neural Networks (9) Β· LUMINA (1) Β· Laplacian (1) Β· Graph Convolutional Network (1) Β· Neurodevelopment (1) Β· Interpretability (1) Β· Brain Connectivity (1) Β· Computational Analysis (1) Β· spectrum management (1) Β· demand estimation (1) Β· wireless communication (1) Β· AI (1) Β· network optimization (1) Β· frequency allocation (1) Β· SAT solving (1) Β· geometric perspective (1) Β· learning difficulties (1) Β· neural solvers (1) Β· backdoor attack (1) Β· clean-label (1)
π Key Information
π° Related News (12)
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πΊπΈ Epileptic Seizure Detection in Separate Frequency Bands Using Feature Analysis and Graph Convolutional Neural Network (GCN) from Electroencephalogram (EEG) Signals
arXiv:2604.00163v1 Announce Type: cross Abstract: Epileptic seizures are neurological disorders characterized by abnormal and excessive electrical ac...
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πΊπΈ Multi-RF Fusion with Multi-GNN Blending for Molecular Property Prediction
arXiv:2603.20724v1 Announce Type: new Abstract: Multi-RF Fusion achieves a test ROC-AUC of 0.8476 +/- 0.0002 on ogbg-molhiv (10 seeds), placing #1 on...
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πΊπΈ LUMINA: Laplacian-Unifying Mechanism for Interpretable Neurodevelopmental Analysis via Quad-Stream GCN
arXiv:2603.13329v1 Announce Type: cross Abstract: Functional Magnetic Resonance Imaging(fMRI) has now become a classic way for measuring brain activi...
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πΊπΈ Towards Intelligent Spectrum Management: Spectrum Demand Estimation Using Graph Neural Networks
arXiv:2603.10802v1 Announce Type: cross Abstract: The growing demand for wireless connectivity, combined with limited spectrum resources, calls for m...
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πΊπΈ A Geometric Perspective on the Difficulties of Learning GNN-based SAT Solvers
arXiv:2508.21513v3 Announce Type: replace-cross Abstract: Graph Neural Networks (GNNs) have gathered increasing interest as learnable solvers of Bool...
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πΊπΈ Poisoning the Inner Prediction Logic of Graph Neural Networks for Clean-Label Backdoor Attacks
arXiv:2603.05004v1 Announce Type: cross Abstract: Graph Neural Networks (GNNs) have achieved remarkable results in various tasks. Recent studies reve...
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πΊπΈ MPBMC: Multi-Property Bounded Model Checking with GNN-guided Clustering
arXiv:2603.04450v1 Announce Type: cross Abstract: Formal verification of designs with multiple properties has been a long-standing challenge for the ...
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πΊπΈ ECHO: Encoding Communities via High-order Operators
arXiv:2602.22446v1 Announce Type: cross Abstract: Community detection in attributed networks faces a fundamental divide: topological algorithms ignor...
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πΊπΈ Probing Graph Neural Network Activation Patterns Through Graph Topology
arXiv:2602.21092v1 Announce Type: cross Abstract: Curvature notions on graphs provide a theoretical description of graph topology, highlighting bottl...
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πΊπΈ E-MMKGR: A Unified Multimodal Knowledge Graph Framework for E-commerce Applications
arXiv:2602.20877v1 Announce Type: cross Abstract: Multimodal recommender systems (MMRSs) enhance collaborative filtering by leveraging item-side moda...
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πΊπΈ Modality-Guided Mixture of Graph Experts with Entropy-Triggered Routing for Multimodal Recommendation
arXiv:2602.20723v1 Announce Type: new Abstract: Multimodal recommendation enhances ranking by integrating user-item interactions with item content, w...
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πΊπΈ SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed Graphs
arXiv:2410.16882v5 Announce Type: replace Abstract: Real-world graph data often follows long-tailed distributions, making it difficult for Graph Neur...
π Entity Intersection Graph
People and organizations frequently mentioned alongside Graph neural network:
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Artificial intelligence Β· 2 shared articles -
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GNN Β· 1 shared articles
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Mixture of experts Β· 1 shared articles
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Development of the nervous system in humans Β· 1 shared articles
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LUMINA Β· 1 shared articles -
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Interpretability Β· 1 shared articles
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Laplace operator Β· 1 shared articles
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SAT solver Β· 1 shared articles
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Network analysis Β· 1 shared articles
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Echo (disambiguation) Β· 1 shared articles