Grace Dinh

According to our database, Grace Dinh authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Portable, High Performance Matrix Multiplication Micro-Kernels for RISC-V with ExO.

Adrián Castelló, Héctor Martínez, Sandra Catalán, Jie Lei, Yuka Ikarashi, Grace Dinh, Francisco D. Igual, Enrique S. Quintana-Ortí

Proceedings of the 33rd Euromicro International Conference on Parallel, 2025

2024

Interface for Sparse Linear Algebra Operations.

Ahmad Abdelfattah, Willow Ahrens, Hartwig Anzt, Chris Armstrong, Ben Brock, Aydin Buluç, Federico Busato, Terry Cojean, Timothy A. Davis, Jim Demmel, Grace Dinh, David Gardener, Jan Fiala, Mark Gates, Azzam Haider, Toshiyuki Imamura, Pedro Valero-Lara, José E. Moreira, Xiaoye Sherry Li, Piotr Luszczek, Max Melichenko, Jose Moeira, Yvan Mokwinski, Riley Murray, Spencer Patty, Slaven Peles, Tobias Ribizel, E. Jason Riedy, Siva Rajamanickam, Piyush Sao, Manu Shantharam, Keita Teranishi, Stan Tomov, Yu-Hsiang Tsai, Heiko K. Weichelt

CoRR, 2024

Tackling the Matrix Multiplication Micro-Kernel Generation with Exo.

Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024

2023

Optimization-Based Mappers and Lower Bounds for Tensor Problems

Grace Dinh

PhD thesis, 2023

Full Stack Optimization of Transformer Inference: a Survey.

Sehoon Kim, Coleman Hooper, Thanakul Wattanawong, Minwoo Kang, Ruohan Yan, Hasan Genc, Grace Dinh, Qijing Huang, Kurt Keutzer, Michael W. Mahoney, Yakun Sophia Shao, Amir Gholami

CoRR, 2023

DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators.

Charles Hong, Qijing Huang, Grace Dinh, Mahesh Subedar, Yakun Sophia Shao

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

2022

Communication bounds for convolutional neural networks.

Anthony Chen, James Demmel, Grace Dinh, Mason Haberle, Olga Holtz

Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022

2021

CoSA: Scheduling by Constrained Optimization for Spatial Accelerators.

Qijing Huang, Aravind Kalaiah, Minwoo Kang, James Demmel, Grace Dinh, John Wawrzynek, Thomas Norell, Yakun Sophia Shao

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020

Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds.

Grace Dinh, James Demmel

Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

2018

Communication-Optimal Convolutional Neural Nets.

James Demmel, Grace Dinh

CoRR, 2018