Yelick, Katherine
- QFAST: Conflating Search and Numerical Optimization for Scalable Quantum\n Circuit Synthesis
2021/03/12 by Ed Younis, Koushik Sen, Younis, Ed +5 · 5 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Parallel Computing and Optimization Techniques
- QFAST: Quantum Synthesis Using a Hierarchical Continuous Circuit Space
2020/03/09 by Ed Younis, Koushik Sen, Younis, Ed +5 · 3 citations
Computer Science · #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
- Communication lower bounds and optimal algorithms for programs that reference arrays -- Part 1
2013/08/01 by Michael Christ, James Demmel, Christ, Michael +7 · 2 citations
Engineering · #26D15 #68W40 #Classical Analysis and ODEs (math.CA) #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Topology Optimization in Engineering #VLSI and FPGA Design Techniques
- 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)
- 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)
- Parallel String Graph Construction and Transitive Reduction for De Novo Genome Assembly
2020/10/20 by Guidi, Giulia, Selvitopi, Oguz, Ellis, Marquita +3 · 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 Matrix-Based Sampling for Graph Neural Network Training
2023/11/06 by Tripathy, Alok, Yelick, Katherine, Buluc, Aydin · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #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