cs.SI · 2026-07-08 · No. 47

Social and Information Networks, 2026-07-08.

1 new papers in cs.SI. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Signed-Graph Recommendation as Structural Consistency Maximization

    Zifan Wang, Siyu Chen, Wenzhuo Song

    cs.SI · cs.AI

    While signed social recommendation has shown great potential by modeling both trust and distrust relations, its effectiveness is often hindered by structural noise and data sparsity. In this work, we first identify a fundamental inconsistency across the structural, propagation, and semantic layers of existing models, which leads to biased representations learned from sparse or noisy datasets. Furthermore, we observe that most existing methods...

    arxiv.org/abs/2607.05952 · PDF

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