ML Anthology

Çatalyürek, Ümit

3 publications

TMLR 2025 Cooperative Minibatching in Graph Neural Networks Muhammed Fatih Balin, Dominique LaSalle, Umit Catalyurek
LoG 2025 Do We Really Need Complicated Graph Learning Models? – A Simple but Effective Baseline Kaan Sancak, Muhammed Fatih Balin, Umit Catalyurek
NeurIPS 2023 Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs Muhammed Fatih Balin, Ümit Çatalyürek