Ümit V. Çatalyürek

About Ümit V. Çatalyürek

Ümit V. Çatalyürek, With an exceptional h-index of 60 and a recent h-index of 31 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Combinatorial Scientific Computing, High Performance Computing, Parallel Computing, Biomedical Informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Layer-Neighbor Sampling---Defusing Neighborhood Explosion in GNNs

Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331)

More recent advances in (hyper) graph partitioning

Cooperative Minibatching in Graph Neural Networks

Open Problems in (Hyper) Graph Decomposition

A Fast and Effective Alternative to Graph Transformers

SGORP: A Subgradient-based Method for d-Dimensional Rectilinear Partitioning

Optimizing irregular dense operators of heterogeneous GNN models on GPU

Ümit V. Çatalyürek Information

University

Position

Professor Computational Science and Engineering

Citations(all)

13032

Citations(since 2020)

3678

Cited By

10793

hIndex(all)

60

hIndex(since 2020)

31

i10Index(all)

201

i10Index(since 2020)

91

Email

University Profile Page

Google Scholar

Ümit V. Çatalyürek Skills & Research Interests

Combinatorial Scientific Computing

High Performance Computing

Parallel Computing

Biomedical Informatics

Top articles of Ümit V. Çatalyürek

Title

Journal

Author(s)

Publication Date

Layer-Neighbor Sampling---Defusing Neighborhood Explosion in GNNs

Advances in Neural Information Processing Systems

Muhammed Fatih Balin

Ümit Çatalyürek

2024/2/13

Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331)

George Karypis

Christian Schulz

Darren Strash

Deepak Ajwani

Rob H Bisseling

...

2024

More recent advances in (hyper) graph partitioning

Ümit Çatalyürek

Karen Devine

Marcelo Faraj

Lars Gottesbüren

Tobias Heuer

...

2023/3/2

Cooperative Minibatching in Graph Neural Networks

arXiv preprint arXiv:2310.12403

Muhammed Fatih Balin

Dominique LaSalle

Ümit V Çatalyürek

2023/10/19

Open Problems in (Hyper) Graph Decomposition

arXiv preprint arXiv:2310.11812

Deepak Ajwani

Rob H Bisseling

Katrin Casel

Ümit V Çatalyürek

Cédric Chevalier

...

2023/10/18

A Fast and Effective Alternative to Graph Transformers

Kaan Sancak

Zhigang Hua

Jin Fang

Yan Xie

Bo Long

...

2023/10/13

SGORP: A Subgradient-based Method for d-Dimensional Rectilinear Partitioning

arXiv preprint arXiv:2310.02470

Muhammed Fatih Balin

Xiaojing An

Abdurrahman Yaşar

Ümit V Çatalyürek

2023/10/3

Optimizing irregular dense operators of heterogeneous GNN models on GPU

Israt Nisa

Minjie Wang

Da Zheng

Qiang Fu

Ümit Çatalyürek

...

2023/5/15

Mg-gcn: A scalable multi-gpu gcn training framework

Muhammed Fatih Balin

Kaan Sancak

Umit V Catalyurek

2022/8/29

A Portable Sparse Solver Framework for Large Matrices on Heterogeneous Architectures

Fazlay Rabbi

Christopher S Daley

Ümit V Çatalyürek

Hasan Metin Aktulga

2022/12/18

A Simple and Elegant Mathematical Formulation for the Acyclic DAG Partitioning Problem

arXiv preprint arXiv:2207.13638

M Yusuf Özkaya

Ümit V Çatalyürek

2022/7/27

BOA: A partitioned view of genome assembly

Iscience

Xiaojing An

Priyanka Ghosh

Patrick Keppler

Sureyya Emre Kurt

Sriram Krishnamoorthy

...

2022/11/18

FIST-HOSVD: fused in-place sequentially truncated higher order singular value decomposition

Benjamin Cobb

Hemanth Kolla

Eric Phipps

Ümit V Çatalyürek

2022/6/27

PGAbB: A Block-Based Graph Processing Framework for Heterogeneous Platforms

arXiv preprint arXiv:2209.04541

Abdurrahman Yasar

Sivasankaran Rajamanickam

Jonathan W Berry

Umit V Catalyurek

2022/9/9

Batch dynamic algorithm to find k-core hierarchies

Kasimir Gabert

Ali Pinar

Ümit V Çatalyürek

2022/6/12

Efficient hierarchical state vector simulation of quantum circuits via acyclic graph partitioning

Bo Fang

M Yusuf Özkaya

Ang Li

Ümit V Çatalyürek

Sriram Krishnamoorthy

2022/9/5

On Symmetric Rectilinear Partitioning

ACM Journal of Experimental Algorithmics (JEA)

Abdurrahman Yaşar

Muhammed Fatih Balin

Xiaojing An

Kaan Sancak

Ümit V Çatalyürek

2022/8/31

Elga: elastic and scalable dynamic graph analysis

Kasimir Gabert

Kaan Sancak

M Yusuf Özkaya

Ali Pinar

Ümit V Çatalyürek

2021/11/14

Shared-memory scalable k-core maintenance on dynamic graphs and hypergraphs

Kasimir Gabert

Ali Pinar

Ümit V Çatalyürek

2021/6/17

Implementing Performance Portable Graph Algorithms Using Task-Based Execution.

Ümit V Çatalyürek

2021/11/1

See List of Professors in Ümit V. Çatalyürek University(Georgia Institute of Technology)

Co-Authors

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