Grace Dinh
- CoSA: Scheduling by Constrained Optimization for Spatial Accelerators
2021/05/05 by Qijing Huang, Minwoo Kang, Huang, Qijing +13 · 9 citations
Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators
2025/09/12 by C. Hong, Qijing Huang, Hong, Charles +7 · 4 citations
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Nuclear reactor physics and engineering #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
- Tackling the Matrix Multiplication Micro-kernel Generation with Exo
2023/10/26 by Adrián Castelló, Julian Bellavita, Castelló, Adrián +7 · 1 citation
Computer Science · Engineering · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Low-power high-performance VLSI design #Mathematical Software (cs.MS) #Parallel Computing and Optimization Techniques #Performance (cs.PF)
- Communication-Optimal Convolutional Neural Nets
2018/02/19 by James Demmel, Demmel, James, Grace Dinh +1 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Interface for Sparse Linear Algebra Operations
2024/11/20 by Ahmad Abdelfattah, Willow Ahrens, Abdelfattah, Ahmad +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