Riyadh Baghdadi

About Riyadh Baghdadi

Riyadh Baghdadi, With an exceptional h-index of 15 and a recent h-index of 12 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Compilers, Machine Learning, Automatic optimization, Deep learning frameworks.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

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

Variational study of two-nucleon systems with lattice QCD

A Deep Learning Model for Loop Interchange

Author Correction: Perception, performance, and detectability of conversational artificial intelligence across 32 university courses

A Hybrid Machine Learning Model for Code Optimization

Q-gym: An equality saturation framework for dnn inference exploiting weight repetition

Riyadh Baghdadi Information

University

Position

Postdoctoral researcher at

Citations(all)

1316

Citations(since 2020)

1149

Cited By

489

hIndex(all)

15

hIndex(since 2020)

12

i10Index(all)

18

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Riyadh Baghdadi Skills & Research Interests

Compilers

Machine Learning

Automatic optimization

Deep learning frameworks

Top articles of Riyadh Baghdadi

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

arXiv preprint arXiv:2403.13747

2024/3/20

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

arXiv preprint arXiv:2403.11522

2024/3/18

Fatima Benbouzid-Si Tayeb
Fatima Benbouzid-Si Tayeb

H-Index: 10

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Variational study of two-nucleon systems with lattice QCD

Physical Review D

2023/5/17

A Deep Learning Model for Loop Interchange

2023/2/17

Saman Amarasinghe
Saman Amarasinghe

H-Index: 42

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

A Hybrid Machine Learning Model for Code Optimization

International Journal of Parallel Programming

2023/12

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Yacine Challal
Yacine Challal

H-Index: 23

Q-gym: An equality saturation framework for dnn inference exploiting weight repetition

2022/10/8

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

2022/9/21

Fatima Benbouzid-Si Tayeb
Fatima Benbouzid-Si Tayeb

H-Index: 10

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

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

arXiv preprint arXiv:2206.03684

2022/6/8

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

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

2022/3/19

Fatima Benbouzid-Si Tayeb
Fatima Benbouzid-Si Tayeb

H-Index: 10

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Permutation flowshop scheduling problem considering learning, deteriorating effects and flexible maintenance

Procedia Computer Science

2022/1/1

Fatima Benbouzid-Si Tayeb
Fatima Benbouzid-Si Tayeb

H-Index: 10

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Hardware acceleration of sparse and irregular tensor computations of ml models: A survey and insights

Proceedings of the IEEE

2021/8/5

A Deep Learning Based Cost Model for Automatic Code Optimization

2021/4

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Taha Arbaoui
Taha Arbaoui

H-Index: 5

Graduation Thesis Automatic Code Optimization With Machine Learning And Combinatorial Optimization

2020/6

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Taha Arbaoui
Taha Arbaoui

H-Index: 5

Salsa: a domain specific architecture for sequence alignment

2020/5/18

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

Saman Amarasinghe
Saman Amarasinghe

H-Index: 42

TIRAMISU: A polyhedral compiler for dense and sparse deep learning

arXiv preprint arXiv:2005.04091

2020/5/7

Scalable polyhedral compilation, syntax vs. semantics: 1–0 in the first round

IMPACT 2020 workshop (associated with HIPEAC 2020)

2020

Riyadh Baghdadi
Riyadh Baghdadi

H-Index: 11

See List of Professors in Riyadh Baghdadi University(Massachusetts Institute of Technology)

Co-Authors

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