L. Avena

Università degli Studi di Firenze, Italy

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Recommendation & Information Retrieval (1)

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G. Bet (1)Lars Schroeder (1)C. Stegehuis (1)

Papers (1)

Apr 15, 2026

Università degli Studi di FirenzeApr 15, 2026·also Twente

node2vec or triangle-biased random walks: stationarity, regularity&recurrence

Node2vec's behavior diverges sharply from simpler random walks, simplifying on regular graphs through a novel wedge-based representation, revealing a surprising link between graph regularity and a weighted Eulerianity condition.

L. Avena, G. Bet, Lars Schroeder +1

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Recommendation & Information Retrieval

L. Avena

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Frequent co-authors

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L. Avena

Research focus

Frequent co-authors

Papers (1)