Muhammad Fatih Balin

According to our database1, Muhammad Fatih Balin authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
A Scalable and Effective Alternative to Graph Transformers.
CoRR, 2024

2023
Cooperative Minibatching in Graph Neural Networks.
CoRR, 2023

SGORP: A Subgradient-based Method for d-Dimensional Rectilinear Partitioning.
CoRR, 2023

Layer-Neighbor Sampling - Defusing Neighborhood Explosion in GNNs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
On Symmetric Rectilinear Partitioning.
ACM J. Exp. Algorithmics, 2022

(LA)yer-neigh(BOR) Sampling: Defusing Neighborhood Explosion in GNNs.
CoRR, 2022

MG-GCN: A Scalable multi-GPU GCN Training Framework.
Proceedings of the 51st International Conference on Parallel Processing, 2022

2020
On Symmetric Rectilinear Matrix Partitioning.
CoRR, 2020

A scalable graph generation algorithm to sample over a given shell distribution.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

2019
Concrete Autoencoders: Differentiable Feature Selection and Reconstruction.
Proceedings of the 36th International Conference on Machine Learning, 2019


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