Umit Catalyurek

Full Professor, Georgia Institute of Technology

Joined

July 2019

Names

Umit Catalyurek

Emails

****@gatech.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Georgia Institute of Technology (gatech.edu)

2016 – Present

Full Professor

Ohio State University (osu.edu)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Do We Really Need Complicated Graph Learning Models? -- A Simple but Effective Baseline
Kaan Sancak, Muhammed Fatih Balin, Umit Catalyurek
- LoG 2024 Poster
- Readers: Everyone
Cooperative Minibatching in Graph Neural Networks
Muhammed Fatih Balin, Dominique LaSalle, Umit Catalyurek
- Accepted by TMLR
- Readers: Everyone
A Fast and Effective Alternative to Graph Transformers
Kaan Sancak, Zhigang Hua, Jin Fang, Yan Xie, Bo Long, Andrey Malevich, Muhammed Fatih Balin, Umit Catalyurek
- Submitted to ICLR 2024
- Readers: Everyone
Cooperative Minibatching in Graph Neural Networks
Muhammed Fatih Balin, Dominique LaSalle, Umit Catalyurek
- Submitted to ICLR 2024
- Readers: Everyone
Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs
Muhammed Fatih Balin, Umit Catalyurek
- NeurIPS 2023 poster
- Readers: Everyone
(LA)YER-NEIGH(BOR) SAMPLING: DEFUSING NEIGHBORHOOD EXPLOSION
Muhammed Fatih Balin, Umit Catalyurek
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors