Balin, Muhammed Fatih

5 publications

AAAI 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

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

NeurIPSW 2023 SIRD: Symbolic Integration Rules Dataset Vaibhav Sharma, Abhinav Nagpal, Muhammed Fatih Balin