Owens, John D.
- Energy-based Out-of-distribution Detection
2020/10/08 by Weitang Liu, Liu, Weitang, Xiaoyun Wang +5 · 171 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GPU LSM: A Dynamic Dictionary Data Structure for the GPU
2017/07/17 by Saman Ashkiani, Ashkiani, Saman, Shengren Li +7 · 3 voices · 1 citation
#cs.DC
- A Dynamic Hash Table for the GPU
2017/10/30 by Ashkiani, Saman, Farach-Colton, Martin, Owens, John D. · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Design Principles for Sparse Matrix Multiplication on the GPU
2018/03/22 by Carl Yang, Aydın Buluç, Yang, Carl +3 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- GraphBLAST: A High-Performance Linear Algebra-based Graph Framework on the GPU
2019/08/04 by Carl Yang, Aydın Buluç, Yang, Carl +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)
- Stream-K: Work-centric Parallel Decomposition for Dense Matrix-Matrix Multiplication on the GPU
2023/01/09 by Muhammad Osama, Osama, Muhammad, Duane Merrill +7 · 5 citations
Computer Science · #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Matrix Theory and Algorithms #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- The EDGE Language: Extended General Einsums for Graph Algorithms
2024/04/17 by Toluwanimi O. Odemuyiwa, Odemuyiwa, Toluwanimi O., Serban D. Porumbescu +10 · 6 citations
Computer Science · #Distributed and Parallel Computing Systems #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #cs.DS #cs.PL
- Multi-GPU Graph Analytics
2015/04/19 by Yuechao Pan, Yangzihao Wang, Pan, Yuechao +7 · 2 citations
Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Complexity and Algorithms in Graphs
- Gunrock: GPU Graph Analytics
2017/01/04 by Yangzihao Wang, Yuechao Pan, Wang, Yangzihao +19 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #and Cluster Computing (cs.DC)
- Sampling Conditions for Conforming Voronoi Meshing by the VoroCrust Algorithm
2018/03/16 by Abdelkader, Ahmed, Bajaj, Chandrajit L., Ebeida, Mohamed S. +4 · 1 citation
#Computational Geometry (cs.CG) #FOS: Computer and information sciences #I.3.5
- Better GPU Hash Tables
2021/08/16 by Awad, Muhammad A., Ashkiani, Saman, Porumbescu, Serban D. +2 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- BOBA: A Parallel Lightweight Graph Reordering Algorithm with Heavyweight Implications
2023/06/17 by Drescher, Matthew, Awad, Muhammad A., Porumbescu, Serban D. +1 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms
2024/04/19 by Zhongyi Lin, Lin, Zhongyi, Ning Sun +9 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding
2025/12/12 by Jiayi Yuan, Yuan, Jiayi, Cameron Shinn +32 · 1 citation
Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare