A Survey on Over-smoothing and Over-squashing: Unified Propagation Perspectives on Graph Neural Networks and Transformers

Similar preprints — Semantic Scholar

Cited by (1)

• A Mechanistic Analysis of Looped Reasoning Language Models

  Looped reasoning language models converge to cyclic fixed-point behavior in latent space: each layer in a recurrent block approaches a distinct fixed point, so the block traces a consistent cyclic tra