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Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks
Arxiv
0+阅读 · 3月17日
On the Geometric Coherence of Global Aggregation in Federated Graph Neural Networks
Arxiv
0+阅读 · 3月13日
An LLM-Guided Query-Aware Inference System for GNN Models on Large Knowledge Graphs
Arxiv
0+阅读 · 3月4日
Not All Neighbors Matter: Understanding the Impact of Graph Sparsification on GNN Pipelines
Arxiv
0+阅读 · 3月7日
Revisiting Graph Neural Networks for Graph-level Tasks: Taxonomy, Empirical Study, and Future Directions
Arxiv
0+阅读 · 2月22日
Real-Time Stream Compaction for Sparse Machine Learning on FPGAs
Arxiv
0+阅读 · 2月26日
Graph-Neural Multi-Agent Coordination for Distributed Access-Point Selection in Cell-Free Massive MIMO
Arxiv
0+阅读 · 2月20日
Rudder: Steering Prefetching in Distributed GNN Training using LLM Agents
Arxiv
0+阅读 · 2月26日
Federated Learning-driven Beam Management in LEO 6G Non-Terrestrial Networks
Arxiv
0+阅读 · 3月11日
PCFEx: Point Cloud Feature Extraction for Graph Neural Networks
Arxiv
0+阅读 · 3月9日
AI-Powered Conflict Management in Open RAN: Detection, Classification, and Mitigation
Arxiv
0+阅读 · 2月23日
A Geometric Perspective on the Difficulties of Learning GNN-based SAT Solvers
Arxiv
0+阅读 · 3月4日
Graph Neural Network Assisted Genetic Algorithm for Structural Dynamic Response and Parameter Optimization
Arxiv
0+阅读 · 2月22日
Deep ensemble graph neural networks for probabilistic cosmic-ray direction and energy reconstruction in autonomous radio arrays
Arxiv
0+阅读 · 2月26日
Random-Forest-Induced Graph Neural Networks for Tabular Learning
Arxiv
0+阅读 · 2月27日
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