Neil Shah

papers

570

total citations

papers (10)

LLaGA: Large Language and Graph Assistant

ICML 2024arXiv

148

citations

Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking

NEURIPS 2023arXiv

111

citations

Position: Graph Foundation Models Are Already Here

ICML 2024arXiv

citations

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games

NEURIPS 2022arXiv

citations

Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?

NEURIPS 2023arXiv

citations

Revisiting Link Prediction: a data perspective

ICLR 2024arXiv

citations

GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation

NEURIPS 2023arXiv

citations

Neil Shah

papers (10)

LLaGA: Large Language and Graph Assistant

Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking

Position: Graph Foundation Models Are Already Here

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games

Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?

Revisiting Link Prediction: a data perspective

GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation

A Practical, Progressively-Expressive GNN

A Topological Perspective on Demystifying GNN-Based Link Prediction Performance

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning

papers (10)

LLaGA: Large Language and Graph Assistant

Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking

Position: Graph Foundation Models Are Already Here

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games

Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?

Revisiting Link Prediction: a data perspective

GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation

A Practical, Progressively-Expressive GNN

A Topological Perspective on Demystifying GNN-Based Link Prediction Performance

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning