Riyadh Baghdadi

According to our database, Riyadh Baghdadi authored at least 33 papers between 2011 and 2024.

Collaborative distances:

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

2024

Exploring the Knowledge Mismatch Hypothesis: Hallucination Propensity in Small Models Fine-tuned on Data from Larger Models.

Phil Wee, Riyadh Baghdadi

CoRR, 2024

A Reinforcement Learning Environment for Automatic Code Optimization in the MLIR Compiler.

Nazim Bendib, Iheb Nassim Aouadj, Riyadh Baghdadi

CoRR, 2024

Combining Neural Architecture Search and Automatic Code Optimization: A Survey.

Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries

CoRR, 2024

Leveraging High-Resolution Features for Improved Deep Hashing-based Image Retrieval.

Aymene Berriche, Mehdi Zakaria Adjal, Riyadh Baghdadi

CoRR, 2024

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers.

Massinissa Merouani, Khaled Afif Boudaoud, Iheb Nassim Aouadj, Nassim Tchoulak, Islem Kara Bernou, Hamza Benyamina, Fatima Benbouzid-Si Tayeb, Karima Benatchba, Hugh Leather, Riyadh Baghdadi

CoRR, 2024

Automatic Generation of Python Programs Using Context-Free Grammars.

Kamel Mohammed Yamani, Marwa Nair, Riyadh Baghdadi

CoRR, 2024

SPACED: A Novel Deep Learning Method for Community Detection in Social Networks.

Mohammed Tirichine, Nassim Ameur, Younes Boukacem, Hatem M. Abdelmoumen, Hodhaifa Benouaklil, Samy Ghebache, Boualem Hamroune, Malika Bessedik, Fatima Benbouzid-Si Tayeb, Riyadh Baghdadi

Proceedings of the 20th International Conference on Web Information Systems and Technologies, 2024

Curriculum Learning for Small Code Language Models.

Marwa Naïr, Kamel Mohammed Yamani, Lynda Said L'Hadj, Riyadh Baghdadi

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

A Hybrid Machine Learning Model for Code Optimization.

Yacine Hakimi, Riyadh Baghdadi, Yacine Challal

Int. J. Parallel Program., December, 2023

A Deep Learning Model for Loop Interchange: Paper Artifact.

Lina Mezdour, Khadidja Kadem, Massinissa Merouani, Amina Selma Haichour, Saman P. Amarasinghe, Riyadh Baghdadi

Dataset, January, 2023

Perception, performance, and detectability of conversational artificial intelligence across 32 university courses.

Hazem Ibrahim, Fengyuan Liu, Rohail Asim, Balaraju Battu, Sidahmed Benabderrahmane, Bashar Alhafni, Wifag Adnan, Tuka Alhanai, Bedoor K. AlShebli, Riyadh Baghdadi, Jocelyn J. Bélanger, Elena Beretta, Kemal Celik, Moumena Chaqfeh, Mohammed F. Daqaq, Zaynab El Bernoussi, Daryl Fougnie, Borja Garcia de Soto, Alberto Gandolfi, András György, Nizar Habash, J. Andrew Harris, Aaron Kaufman, Lefteris Kirousis, Korhan Kocak, Kangsan Lee, Seungah S. Lee, Samreen Malik, Michail Maniatakos, David Melcher, Azzam Mourad, Minsu Park, Mahmoud Rasras, Alicja Reuben, Dania Zantout, Nancy W. Gleason, Kinga Makovi, Talal Rahwan, Yasir Zaki

CoRR, 2023

A Deep Learning Model for Loop Interchange.

Lina Mezdour, Khadidja Kadem, Massinissa Merouani, Amina Selma Haichour, Saman P. Amarasinghe, Riyadh Baghdadi

Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction, 2023

2022

Progress Report: A Deep Learning Guided Exploration of Affine Unimodular Loop Transformations.

Massinissa Merouani, Khaled Afif Boudaoud, Iheb Nassim Aouadj, Nassim Tchoulak, Fatima Benbouzid-Sitayeb, Karima Benatchba, Hugh Leather, Riyadh Baghdadi

CoRR, 2022

Permutation Flowshop Scheduling Problem Considering Learning, Deteriorating Effects and Flexible Maintenance.

Nesrine Touafek, Asma Ladj, Fatima Benbouzid-Si Tayeb, Alaeddine Dahamni, Riyadh Baghdadi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

An Integrated Artificial Bee Colony Algorithm for Scheduling Jobs and Flexible Maintenance with Learning and Deteriorating Effects.

Nesrine Touafek, Fatima Benbouzid-Si Tayeb, Asma Ladj, Alaeddine Dahamni, Riyadh Baghdadi

Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Caviar: an e-graph based TRS for automatic code optimization.

Smail Kourta, Adel Abderahmane Namani, Fatima Benbouzid-Si Tayeb, Kim M. Hazelwood, Chris Cummins, Hugh Leather, Riyadh Baghdadi

Proceedings of the CC '22: 31st ACM SIGPLAN International Conference on Compiler Construction, Seoul, South Korea, April 2, 2022

Q-gym: An Equality Saturation Framework for DNN Inference Exploiting Weight Repetition.

Cheng Fu, Hanxian Huang, Bram Wasti, Chris Cummins, Riyadh Baghdadi, Kim M. Hazelwood, Yuandong Tian, Jishen Zhao, Hugh Leather

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights.

Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li

Proc. IEEE, 2021

A Deep Learning Based Cost Model for Automatic Code Optimization.

Riyadh Baghdadi, Massinissa Merouani, Mohamed-Hicham Leghettas, Kamel Abdous, Taha Arbaoui, Karima Benatchba, Saman P. Amarasinghe

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020

TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning.

Riyadh Baghdadi, Abdelkader Nadir Debbagh, Kamel Abdous, Fatima-Zohra Benhamida, Alex Renda, Jonathan Elliott Frankle, Michael Carbin, Saman P. Amarasinghe

CoRR, 2020

SALSA: A Domain Specific Architecture for Sequence Alignment.

Lorenzo Di Tucci, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

2019

Learning to optimize halide with tree search and random programs.

Andrew Adams, Karima Ma, Luke Anderson, Riyadh Baghdadi, Tzu-Mao Li, Michaël Gharbi, Benoit Steiner, Steven Johnson, Kayvon Fatahalian, Frédo Durand, Jonathan Ragan-Kelley

ACM Trans. Graph., 2019

Seq: a high-performance language for bioinformatics.

Ariya Shajii, Ibrahim Numanagic, Riyadh Baghdadi, Bonnie Berger, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2019

Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code.

Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo, Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman P. Amarasinghe

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

2018

GraphIt: a high-performance graph DSL.

Yunming Zhang, Mengjiao Yang, Riyadh Baghdadi, Shoaib Kamil, Julian Shun, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2018

GraphIt - A High-Performance DSL for Graph Analytics.

Yunming Zhang, Mengjiao Yang, Riyadh Baghdadi, Shoaib Kamil, Julian Shun, Saman P. Amarasinghe

CoRR, 2018

A Unified Backend for Targeting FPGAs from DSLs.

Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio

Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017

A Common Backend for Hardware Acceleration on FPGA.

Emanuele Del Sozzo, Riyadh Baghdadi, Saman P. Amarasinghe, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

2015

PENCIL: A Platform-Neutral Compute Intermediate Language for Accelerator Programming.

Riyadh Baghdadi, Ulysse Beaugnon, Albert Cohen, Tobias Grosser, Michael Kruse, Chandan Reddy, Sven Verdoolaege, Adam Betts, Alastair F. Donaldson, Jeroen Ketema, Javed Absar, Sven van Haastregt, Alexey Kravets, Anton Lokhmotov, Robert David, Elnar Hajiyev

Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015

2014

VOBLA: a vehicle for optimized basic linear algebra.

Ulysse Beaugnon, Alexey Kravets, Sven van Haastregt, Riyadh Baghdadi, David Tweed, Javed Absar, Anton Lokhmotov

Proceedings of the SIGPLAN/SIGBED Conference on Languages, 2014

2013

Improved loop tiling based on the removal of spurious false dependences.

Riyadh Baghdadi, Albert Cohen, Sven Verdoolaege, Konrad Trifunovic

ACM Trans. Archit. Code Optim., 2013

PENCIL: Towards a Platform-Neutral Compute Intermediate Language for DSLs

Riyadh Baghdadi, Albert Cohen, Serge Guelton, Sven Verdoolaege, Jun Inoue, Tobias Grosser, Georgia Kouveli, Alexey Kravets, Anton Lokhmotov, Cedric Nugteren, Fraser Waters, Alastair F. Donaldson

CoRR, 2013

2011

The Potential of Synergistic Static, Dynamic and Speculative Loop Nest Optimizations for Automatic Parallelization

Riyadh Baghdadi, Albert Cohen, Cédric Bastoul, Louis-Noël Pouchet, Lawrence Rauchwerger

CoRR, 2011