Buluc, Aydin
- Recent Advances in Graph Partitioning
2013/11/13 by Aydın Buluç, Henning Meyerhenke, Buluc, Aydin +7 · 13 citations
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Advanced Graph Theory Research #Digital Image Processing Techniques
- An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks
2025/01/23 by Vivek Bharadwaj, Bharadwaj, Vivek, Austin Glover +6 · 1 voice · 9 citations
Computer Science · Earth and Planetary Sciences · Engineering · #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Seismic Imaging and Inversion Techniques #cs.AI #cs.LG
- GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU
2019/08/04 by Carl Yang, Yang, Carl, Aydın Buluç +3 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Mathematical Software (cs.MS) #Parallel #and Cluster Computing (cs.DC)
- Design Principles for Sparse Matrix Multiplication on the GPU
2018/03/22 by Yang, Carl, Buluc, Aydin, Owens, John D. · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Reducing Communication in Graph Neural Network Training
2020/05/07 by Tripathy, Alok, Yelick, Katherine, Buluc, Aydin · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
- Parallel String Graph Construction and Transitive Reduction for De Novo Genome Assembly
2020/10/20 by Guidi, Giulia, Selvitopi, Oguz, Ellis, Marquita +3 · 2 citations
#Distributed #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Parallel #and Cluster Computing (cs.DC)
- Anonymized Network Sensing Graph Challenge
2024/09/12 by Hayden Jananthan, Jananthan, Hayden, Michael G. Jones +55 · 7 citations
Computer Science · #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Networking and Internet Architecture (cs.NI) #Performance (cs.PF) #Security in Wireless Sensor Networks #Software Engineering (cs.SE)
- Distributed Matrix-Based Sampling for Graph Neural Network Training
2023/11/06 by Tripathy, Alok, Yelick, Katherine, Buluc, Aydin · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Extreme Scale De Novo Metagenome Assembly
2018/09/19 by Georganas, Evangelos, Egan, Rob, Hofmeyr, Steven +6 · 1 citation
#Distributed #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Parallel #and Cluster Computing (cs.DC)
- PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction
2020/10/30 by Swenson, Nicolas, Krishnapriyan, Aditi S., Buluc, Aydin +2 · 1 citation
#Algebraic Topology (math.AT) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
- Distributed Many-to-Many Protein Sequence Alignment using Sparse Matrices
2020/09/30 by Selvitopi, Oguz, Ekanayake, Saliya, Guidi, Giulia +3 · 1 citation
#Distributed #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Parallel #and Cluster Computing (cs.DC)
- The Reverse Cuthill-McKee Algorithm in Distributed-Memory
2016/10/26 by Ariful Azad, Mathias Jacquelin, Azad, Ariful +5 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Graph Theory and Algorithms #Mathematical Software (cs.MS) #Numerical Analysis (math.NA) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
2023/01/29 by Bharadwaj, Vivek, Malik, Osman Asif, Murray, Riley +3 · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- A sparsity-aware distributed-memory algorithm for sparse-sparse matrix multiplication
2024/08/26 by Hong, Yuxi, Buluc, Aydin · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Sparsity-Aware Communication for Distributed Graph Neural Network Training
2025/04/07 by Ujjaini Mukhodopadhyay, Alok Ranjan Tripathy, Mukhodopadhyay, Ujjaini +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems
2021/06/28 by Ariful Azad, Oğuz Selvitopi, Azad, Ariful +7 · 1 citation
Computer Science · #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #Distributed #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #FOS: Mathematics #Interconnection Networks and Systems #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Interface for Sparse Linear Algebra Operations
2024/11/20 by Ahmad Abdelfattah, Abdelfattah, Ahmad, Willow Ahrens +67 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Formal Methods in Verification #Logic, programming, and type systems #Mathematical Software (cs.MS) #Scheduling and Optimization Algorithms