Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise2024 · 1 citations
2. 2Fortifying Robustness in Graph Neural Networks: A Loss Correction Approach to Mitigate Label Noise2026
3. 3Noise-Resistant Graph Neural Network for Node Classification2024 · 2 citations
4. 4Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise2024 · 2 citations
5. 5Robust Heterophilic Graph Learning against Label Noise for Anomaly Detection2024 · 4 citations