Muhammed Fati̇h Balin

1. Layer-Neighbor Sampling -- Defusing Neighborhood Explosion in GNNs
   2022/10/24 by Muhammed Fati̇h Balin, Balın, Muhammed Fatih, Ümit V. Çatalyürek +1 · 4 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. A Scalable and Effective Alternative to Graph Transformers
   2024/06/17 by Kaan Sancak, Sancak, Kaan, Zhigang Hua +13 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
3. MG-GCN: Scalable Multi-GPU GCN Training Framework
   2021/10/17 by Muhammed Fati̇h Balin, Balın, Muhammed Fatih, Kaan Sancak +3 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science