Tuning the Geometry of Graph Neural Networks. - Sowon Jeong; Claire Donnat (CoRR, 2022)

Studying the Effect of GNN Spatial Convolutions On The Embedding Space's Geometry. - Claire Donnat; Sowon Jeong (UAI, 2023)

GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks. - Jihee You; Sowon Jeong; Claire Donnat (CoRR, 2024)

LOBSTUR: A Local Bootstrap Framework for Tuning Unsupervised Representations in Graph Neural Networks. - Sowon Jeong; Claire Donnat (CoRR, 2025)