genius

Overview edit

Variants: genius

Associated Benchmarks

This dataset is used in 1 benchmark:

• Node Classification - Metrics: Accuracy, 1:1 Accuracy

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• Addressing Heterophily in Node Classification with Graph Echo State Networks (2023) -
• Revisiting Heterophily For Graph Neural Networks (2022) -
• Gradient Gating for Deep Multi-Rate Learning on Graphs (2022) -
• Finding Global Homophily in Graph Neural Networks When Meeting Heterophily (2022) -
• Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods (2021) -
• New Benchmarks for Learning on Non-Homophilous Graphs (2021) -
• Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (2020) -
• Simple and Deep Graph Convolutional Networks (2020) -
• Adaptive Universal Generalized PageRank Graph Neural Network (2020) -
• MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing (2019) -
• Simplifying Graph Convolutional Networks (2019) -
• Predict then Propagate: Graph Neural Networks meet Personalized PageRank (2018) -
• Graph Attention Networks (2017) -
• Semi-Supervised Classification with Graph Convolutional Networks (2016) -