Reachability is not enough: Diagnosing long-range behavior in GNNs
cs.LG
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling
- Oversmoothing, Oversquashing, Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
- A Generalized Tikhonov Layer for Interpretable-by-design Graph Neural Networks
- Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark
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