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Soledad Villar

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

7

Venues

5

Active years

2016–2024

Best venue rank

A*

Where they publish

Papers

7 indexed papers, newest first.

YearVenueTitleAuthors
2024ACSSCUniversal Transferability for GNNs Via Graphons.Mauricio Velasco, Kaiying O'Hare, Bernardo Rychtenberg, Soledad Villar
2024ICASSPA Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs.Luana Ruiz, Ningyuan Teresa Huang, Soledad Villar
2024ICLRStructuring Representation Geometry with Rotationally Equivariant Contrastive Learning.Sharut Gupta, Joshua Robinson, Derek Lim, Soledad Villar, Stefanie Jegelka
2024ICMLPosition: Is machine learning good or bad for the natural sciences?David W. Hogg, Soledad Villar
2021ICASSPA Short Tutorial on The Weisfeiler-Lehman Test And Its Variants.Ningyuan Teresa Huang, Soledad Villar
2020ICASSPEfficient Belief Propagation for Graph Matching.Efe Onaran, Soledad Villar
2016ITWClustering subgaussian mixtures with k-means.Dustin G. Mixon, Soledad Villar, Rachel A. Ward