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1908.01407
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GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU
ACM Transactions on Mathematical Software (TOMS), 2019
4 August 2019
Carl Yang
A. Buluç
John Douglas Owens
GNN
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Papers citing
"GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU"
19 / 19 papers shown
AutoSAGE: Input-Aware CUDA Scheduling for Sparse GNN Aggregation (SpMM/SDDMM) and CSR Attention
Aleksandar Stankovic
168
0
0
17 Nov 2025
HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores
IEEE International Conference on Data Engineering (ICDE), 2024
Zhonggen Li
Xiangyu Ke
Yifan Zhu
Yunjun Gao
Yaofeng Tu
384
2
0
12 Dec 2024
Demystifying Higher-Order Graph Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Maciej Besta
Florian Scheidl
Lukas Gianinazzi
Grzegorz Kwa'sniewski
S. Klaiman
Jürgen Müller
Torsten Hoefler
553
7
0
18 Jun 2024
Efficient GPU Implementation of Static and Incrementally Expanding DF-P PageRank for Dynamic Graphs
Subhajit Sahu
221
1
0
12 Apr 2024
Graph for Science: From API based Programming to Graph Engine based Programming for HPC
Yu Zhang
Zixiao Wang
Jin Zhao
Yuluo Guo
Hui Yu
Zhiying Huang
Xuanhua Shi
Xiaofei Liao
144
0
0
08 Dec 2023
Fused Breadth-First Probabilistic Traversals on Distributed GPU Systems
Reece Neff
Mostafa Eghbali Zarch
Marco Minutoli
M. Halappanavar
Antonino Tumeo
Anantharaman Kalyanaraman
Michela Becchi
179
2
0
16 Nov 2023
Distributed Matrix-Based Sampling for Graph Neural Network Training
Conference on Machine Learning and Systems (MLSys), 2023
Alok Tripathy
Katherine Yelick
A. Buluç
241
8
0
06 Nov 2023
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores
International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2023
Maciej Besta
Robert Gerstenberger
Marc Fischer
Michal Podstawski
Nils Blach
...
Wojciech Chlapek
M. Michalewicz
H. Niewiadomski
Juergen Mueller
Torsten Hoefler
412
17
0
18 May 2023
JaxPruner: A concise library for sparsity research
Jooyoung Lee
Wonpyo Park
Nicole Mitchell
Jonathan Pilault
J. Obando-Ceron
...
Hong-Seok Kim
Yann N. Dauphin
Karolina Dziugaite
Pablo Samuel Castro
Utku Evci
320
19
0
27 Apr 2023
A Programming Model for GPU Load Balancing
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPoPP), 2023
Muhammad Osama
Serban D. Porumbescu
John Douglas Owens
144
9
0
12 Jan 2023
MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems
Jieyang Chen
Chenhao Xie
J. Firoz
Jiajia Li
Shuaiwen Leon Song
Kevin J. Barker
Mark Raugas
Ang Li
178
3
0
15 Sep 2022
Heuristic Adaptability to Input Dynamics for SpMM on GPUs
Design Automation Conference (DAC), 2022
Guohao Dai
Guyue Huang
Shang Yang
Zhongming Yu
Hengrui Zhang
Yufei Ding
Yuan Xie
Huazhong Yang
Yu Wang
223
29
0
17 Feb 2022
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
Jou-An Chen
Hsin-Hsuan Sung
Xipeng Shen
Nathan R. Tallent
Kevin J. Barker
Ang Li
GNN
342
8
0
21 Jan 2022
Parallel Algorithms for Masked Sparse Matrix-Matrix Products
Srđan Milaković
Oguz Selvitopi
Israt Nisa
Zoran Budimlic
A. Buluç
146
10
0
18 Nov 2021
Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021
A. Azad
Oguz Selvitopi
Md Taufique Hussain
J. Gilbert
A. Buluç
157
34
0
28 Jun 2021
GPU Semiring Primitives for Sparse Neighborhood Methods
Conference on Machine Learning and Systems (MLSys), 2021
Corey J. Nolet
Divye Gala
Edward Raff
Joe Eaton
Brad Rees
John Zedlewski
Tim Oates
235
7
0
13 Apr 2021
A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA
Asia and South Pacific Design Automation Conference (ASP-DAC), 2020
Alberto Parravicini
Francesco Sgherzi
M. Santambrogio
186
22
0
22 Sep 2020
FastSV: A Distributed-Memory Connected Component Algorithm with Fast Convergence
Yongzhe Zhang
A. Azad
Zhenjiang Hu
256
34
0
14 Oct 2019
Optimal algebraic Breadth-First Search for sparse graphs
ACM Transactions on Knowledge Discovery from Data (TKDD), 2019
Paul Burkhardt
292
20
0
07 Jun 2019
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