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Graph colouring meets deep learning: Effective graph neural network models for combinatorial problems

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.AI 1 cs.LG 1

years

2026 2

representative citing papers

Generative Recursive Reasoning

cs.AI · 2026-05-19 · unverdicted · novelty 6.0 · 2 refs

GRAM is a latent-variable generative model that performs recursive reasoning via stochastic trajectories, trained with amortized variational inference to support multi-hypothesis reasoning and unconditional generation.

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Showing 2 of 2 citing papers.

  • Generative Recursive Reasoning cs.AI · 2026-05-19 · unverdicted · none · ref 58 · 2 links

    GRAM is a latent-variable generative model that performs recursive reasoning via stochastic trajectories, trained with amortized variational inference to support multi-hypothesis reasoning and unconditional generation.

  • Convex Compositional Reasoning Models cs.LG · 2026-05-22 · unreviewed · ref 13