Amir H. Ashouri

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Machine Learning

Energy Efficient

Convolutional Neural Networks

Top Venues

ACM Comput. Surv.

Publications

Amir H. Ashouri, Muhammad Asif Manzoor, Duc Minh Vu, Raymond Zhang, Ziwen Wang, Angel Zhang, Bryan Chan, Tomasz S. Czajkowski, Yaoqing Gao
ACPO: AI-Enabled Compiler-Driven Program Optimization. CoRR (2023)
Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao
Work-in-Progress: MLGOPerf: An ML Guided Inliner to Optimize Performance. CASES (2022)
Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao
MLGOPerf: An ML Guided Inliner to Optimize Performance. CoRR (2022)
Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios
Retraining-free methods for fast on-the-fly pruning of convolutional neural networks. Neurocomputing 370 (2019)
Amir H. Ashouri, William Killian, John Cavazos, Gianluca Palermo, Cristina Silvano
A Survey on Compiler Autotuning using Machine Learning. ACM Comput. Surv. 51 (5) (2019)
Cristina Silvano, Gianluca Palermo, Giovanni Agosta, Amir H. Ashouri, Davide Gadioli, Stefano Cherubin, Emanuele Vitali, Luca Benini, Andrea Bartolini, Daniele Cesarini, João M. P. Cardoso, João Bispo, Pedro Pinto, Ricardo Nobre, Erven Rohou, Loïc Besnard, Imane Lasri, Nico Sanna, Carlo Cavazzoni, Radim Cmar, Jan Martinovic, Katerina Slaninová, Martin Golasowski, Andrea R. Beccari, Candida Manelfi
Autotuning and adaptivity in energy efficient HPC systems: the ANTAREX toolbox. CF (2018)
Davide Gadioli, Ricardo Nobre, Pedro Pinto, Emanuele Vitali, Amir H. Ashouri, Gianluca Palermo, João M. P. Cardoso, Cristina Silvano
SOCRATES - A seamless online compiler and system runtime autotuning framework for energy-aware applications. DATE (2018)
Amir H. Ashouri, Tarek S. Abdelrahman, Alwyn Dos Remedios
Fast On-the-fly Retraining-free Sparsification of Convolutional Neural Networks. CoRR (2018)