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NeurIPS 2026SpotlightFGV - EMApUniversidade Federal de ViçosaAvraFGV EMApUniversidade Federal Rural do RiGraph neural networks

Mitigating Over-squashing without Rewiring: A Sheaf Effective Resistance Perspective

André Ribeiro Guimarães, Germano Barcelos, Amauri Souza, Diego Mesquita and 1 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Universidade Federal do CearáUniversidade de São PauloAvraRetrieval-augmented generation

LP-RAG: Learning to Retrieve with Link Predictors

Erik Jhones Freitas do Nascimento, Jorge Franco, Amauri Souza

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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