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Transferable Graph Learning for Transmission Congestion Management via Busbar Splitting
Arxiv
0+阅读 · 10月23日
Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness-Generalization Perspective
Arxiv
0+阅读 · 10月23日
What Expressivity Theory Misses: Message Passing Complexity for GNNs
Arxiv
0+阅读 · 10月22日
Survey of Graph Neural Network for Internet of Things and NextG Networks
Arxiv
0+阅读 · 10月22日
PassREfinder-FL: Privacy-Preserving Credential Stuffing Risk Prediction via Graph-Based Federated Learning for Representing Password Reuse between Websites
Arxiv
0+阅读 · 10月17日
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
Arxiv
0+阅读 · 10月20日
Message Passing on the Edge: Towards Scalable and Expressive GNNs
Arxiv
0+阅读 · 10月15日
Precoder Design in Multi-User FDD Systems with VQ-VAE and GNN
Arxiv
0+阅读 · 10月10日
Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
Arxiv
0+阅读 · 10月9日
Equivariant Geometric Scattering Networks via Vector Diffusion Wavelets
Arxiv
0+阅读 · 10月1日
LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control
Arxiv
0+阅读 · 10月2日
MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network
Arxiv
0+阅读 · 8月4日
HePGA: A Heterogeneous Processing-in-Memory based GNN Training Accelerator
Arxiv
0+阅读 · 8月22日
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks
Arxiv
0+阅读 · 9月8日
Credit Risk Analysis for SMEs Using Graph Neural Networks in Supply Chain
Arxiv
0+阅读 · 7月10日
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