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Muhammed Fatih Balin
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Concrete autoencoders: Differentiable feature selection and reconstruction
MF Balın, A Abid, J Zou
International conference on machine learning, 444-453, 2019
248*2019
On Symmetric Rectilinear Partitioning
A Yaşar, MF Balin, X An, K Sancak, ÜV Çatalyürek
ACM Journal of Experimental Algorithmics (JEA) 27 (1), 1-26, 2022
10*2022
Mg-gcn: A scalable multi-gpu gcn training framework
MF Balin, K Sancak, UV Catalyurek
Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022
52022
Layer-Neighbor Sampling---Defusing Neighborhood Explosion in GNNs
MF Balin, Ü Çatalyürek
Advances in Neural Information Processing Systems 36, 2024
32024
A scalable graph generation algorithm to sample over a given shell distribution
MY Özkaya, MF Balin, A Pinar, ÜV Çatalyürek
2020 IEEE International Parallel and Distributed Processing Symposium …, 2020
22020
SIRD: Symbolic Integration Rules Dataset
V Sharma, MF Balin
The 3rd Workshop on Mathematical Reasoning and AI at NeurIPS'23, 2023
2023
Cooperative Minibatching in Graph Neural Networks
MF Balin, D LaSalle, ÜV Çatalyürek
arXiv preprint arXiv:2310.12403, 2023
2023
A Fast and Effective Alternative to Graph Transformers
K Sancak, Z Hua, J Fang, Y Xie, B Long, A Malevich, MF Balin, ...
2023
SGORP: A Subgradient-based Method for d-Dimensional Rectilinear Partitioning
MF Balin, X An, A Yaşar, ÜV Çatalyürek
arXiv preprint arXiv:2310.02470, 2023
2023
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