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Muhammad Fatih Balin

Muhammed Fatih Balin

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Journal Articles

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2022
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  - journals/jea/YasarBASC22
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Abdurrahman Yasar, Muhammed Fatih Balin, Xiaojing An, Kaan Sancak, Ümit V. Çatalyürek:
On Symmetric Rectilinear Partitioning. ACM J. Exp. Algorithmics 27: 1.2:1-1.2:26 (2022)

Conference and Workshop Papers

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2023
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Muhammed Fatih Balin, Ümit V. Çatalyürek:
Layer-Neighbor Sampling - Defusing Neighborhood Explosion in GNNs. NeurIPS 2023
2022
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Muhammed Fatih Balin, Kaan Sancak, Ümit V. Çatalyürek:
MG-GCN: A Scalable multi-GPU GCN Training Framework. ICPP 2022: 79:1-79:11
2020
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  - conf/ipps/OzkayaBPC20
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M. Yusuf Özkaya, Muhammed Fatih Balin, Ali Pinar, Ümit V. Çatalyürek:
A scalable graph generation algorithm to sample over a given shell distribution. IPDPS Workshops 2020: 227-236
2019
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Muhammed Fatih Balin, Abubakar Abid, James Y. Zou:
Concrete Autoencoders: Differentiable Feature Selection and Reconstruction. ICML 2019: 444-453

Informal and Other Publications

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2023
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  - journals/corr/abs-2310-02470
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Muhammed Fatih Balin, Xiaojing An, Abdurrahman Yasar, Ümit V. Çatalyürek:
SGORP: A Subgradient-based Method for d-Dimensional Rectilinear Partitioning. CoRR abs/2310.02470 (2023)
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  - journals/corr/abs-2310-12403
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Muhammed Fatih Balin, Dominique LaSalle, Ümit V. Çatalyürek:
Cooperative Minibatching in Graph Neural Networks. CoRR abs/2310.12403 (2023)
2022
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  - journals/corr/abs-2210-13339
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Muhammed Fatih Balin, Ümit V. Çatalyürek:
(LA)yer-neigh(BOR) Sampling: Defusing Neighborhood Explosion in GNNs. CoRR abs/2210.13339 (2022)
2021
[i3]
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  - journals/corr/abs-2110-08688
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Muhammed Fatih Balin, Kaan Sancak, Ümit V. Çatalyürek:
MG-GCN: Scalable Multi-GPU GCN Training Framework. CoRR abs/2110.08688 (2021)
2020
[i2]
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  - journals/corr/abs-2009-07735
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Abdurrahman Yasar, Muhammed Fatih Balin, Xiaojing An, Kaan Sancak, Ümit V. Çatalyürek:
On Symmetric Rectilinear Matrix Partitioning. CoRR abs/2009.07735 (2020)
2019
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  - journals/corr/abs-1901-09346
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Abubakar Abid, Muhammad Fatih Balin, James Y. Zou:
Concrete Autoencoders for Differentiable Feature Selection and Reconstruction. CoRR abs/1901.09346 (2019)

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