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Convex--Concave Quadratic Spectral Filtering for Graph Neural Networks
Arxiv
0+阅读 · 6月23日
Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
Arxiv
0+阅读 · 6月22日
Generating adversarial inputs for a graph neural network model of AC power flow
Arxiv
0+阅读 · 6月23日
Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation
Arxiv
0+阅读 · 6月21日
WarPGNN: A Parametric Thermal Warpage Analysis Framework with Physics-aware Graph Neural Network
Arxiv
0+阅读 · 6月21日
Multigrid Training for Molecular Generation using Graph Neural Networks
Arxiv
0+阅读 · 6月21日
Early-Exit Graph Neural Networks for Link Prediction
Arxiv
0+阅读 · 6月20日
DevoTG: Temporal Graph Neural Networks for Modeling C. elegans Developmental Connectomics
Arxiv
0+阅读 · 6月20日
A Completion-Aware Framework for Impactful Counterfactual Explainability in Graph Neural Networks
Arxiv
0+阅读 · 6月20日
A complete discussion on fully reconfigurable, digital, scalable, graph and sparsity-aware near-memory accelerator for graph neural networks
Arxiv
0+阅读 · 6月20日
Revealing the Pitfalls and Re-Evaluating the Advancement of Heterophilic Graph Learning
Arxiv
0+阅读 · 6月21日
SuperCond-GNN: Scalable Graph Neural Network Surrogate for Superconducting Circuit Simulations
SuperCond-GNN: Scalable Graph Neural Network Surrogate for Superconducting Circuit Simulations
Arxiv
0+阅读 · 6月22日
Rethinking Molecular Graph Backdoors under Chemistry-aware Admission
Arxiv
0+阅读 · 6月22日
Provable Filter for Real-world Graph Clustering
Arxiv
0+阅读 · 6月21日
Structure-Aware Compound-Protein Affinity Prediction via Graph Neural Networks with Group Lasso Regularization
Arxiv
0+阅读 · 6月22日
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