Riyadh Baghdadi

Orcid: 0000-0002-9350-3998

According to our database1, Riyadh Baghdadi authored at least 24 papers between 2011 and 2023.

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Bibliography

2023
A Hybrid Machine Learning Model for Code Optimization.
Int. J. Parallel Program., December, 2023

Perception, performance, and detectability of conversational artificial intelligence across 32 university courses.
CoRR, 2023

A Deep Learning Model for Loop Interchange.
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.
CoRR, 2022

Permutation Flowshop Scheduling Problem Considering Learning, Deteriorating Effects and Flexible Maintenance.
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.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Caviar: an e-graph based TRS for automatic code optimization.
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.
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.
Proc. IEEE, 2021

A Deep Learning Based Cost Model for Automatic Code Optimization.
Proceedings of Machine Learning and Systems 2021, 2021

2020
TIRAMISU: A Polyhedral Compiler for Dense and Sparse Deep Learning.
CoRR, 2020

SALSA: A Domain Specific Architecture for Sequence Alignment.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

2019
Learning to optimize halide with tree search and random programs.
ACM Trans. Graph., 2019

Seq: a high-performance language for bioinformatics.
Proc. ACM Program. Lang., 2019

Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code.
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

2018
GraphIt: a high-performance graph DSL.
Proc. ACM Program. Lang., 2018

GraphIt - A High-Performance DSL for Graph Analytics.
CoRR, 2018

A Unified Backend for Targeting FPGAs from DSLs.
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017
A Common Backend for Hardware Acceleration on FPGA.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

2015
PENCIL: A Platform-Neutral Compute Intermediate Language for Accelerator Programming.
Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015

2014
VOBLA: a vehicle for optimized basic linear algebra.
Proceedings of the SIGPLAN/SIGBED Conference on Languages, 2014

2013
Improved loop tiling based on the removal of spurious false dependences.
ACM Trans. Archit. Code Optim., 2013

PENCIL: Towards a Platform-Neutral Compute Intermediate Language for DSLs
CoRR, 2013

2011
The Potential of Synergistic Static, Dynamic and Speculative Loop Nest Optimizations for Automatic Parallelization
CoRR, 2011


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