Exchangeability of GNN Representations with Applications to Graph Retrieval

ICLROral2026

Authors: Kartik Nair, Indradyumna Roy, Soumen Chakrabarti, Anirban Dasgupta, Abir De
Affiliation: Carnegie Mellon University
Venue: ICLR 2026
Track: Oral

TL;DR

It shows that graph representations are exchangeable random variables which can help in LSH in graphs…

Opening excerpt from the authors’ abstract. source

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Topics

retrieval graph

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