Kaan Sancak

According to our database, Kaan Sancak authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Scalable and Effective Alternative to Graph Transformers.

Kaan Sancak, Zhigang Hua, Jin Fang, Yan Xie, Andrey Malevich, Bo Long, Muhammed Fatih Balin, Ümit V. Çatalyürek

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Do We Really Need Complicated Graph Learning Models? - A Simple but Effective Baseline.

Kaan Sancak, Muhammed Fatih Balin, Ümit V. Çatalyürek

Proceedings of the Learning on Graphs Conference, 26-29 November 2024, Virtual., 2024

VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections.

Dongqi Fu, Zhigang Hua, Yan Xie, Jin Fang, Si Zhang, Kaan Sancak, Hao Wu, Andrey Malevich, Jingrui He, Bo Long

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

On Symmetric Rectilinear Partitioning.

Abdurrahman Yasar, Muhammed Fatih Balin, Xiaojing An, Kaan Sancak, Ümit V. Çatalyürek

ACM J. Exp. Algorithmics, 2022

MG-GCN: A Scalable multi-GPU GCN Training Framework.

Muhammed Fatih Balin, Kaan Sancak, Ümit V. Çatalyürek

Proceedings of the 51st International Conference on Parallel Processing, 2022

2021

EIGA: elastic and scalable dynamic graph analysis.

Kasimir Gabert, Kaan Sancak, M. Yusuf Özkaya, Ali Pinar, Ümit V. Çatalyürek

Proceedings of the International Conference for High Performance Computing, 2021

2020

On Symmetric Rectilinear Matrix Partitioning.

Abdurrahman Yasar, Muhammed Fatih Balin, Xiaojing An, Kaan Sancak, Ümit V. Çatalyürek

CoRR, 2020