lorenzo chelini

About lorenzo chelini

lorenzo chelini, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Technische Universiteit Eindhoven, specializes in the field of Compiler (LLVM MLIR), Computer Architecture.

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

SEER: Super-Optimization Explorer for High-Level Synthesis using E-graph Rewriting

Program analysis, design space exploration and verification for high-level synthesis via e-graph rewriting

SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR

Cinm (cinnamon): A compilation infrastructure for heterogeneous compute in-memory and compute near-memory paradigms

MOM: Matrix Operations in MLIR

Modelling linear algebra kernels as polyhedral volume operations

LoopOpt: Declarative Transformations Made Easy

Polygeist: Raising C to polyhedral MLIR

lorenzo chelini Information

University

Position

___

Citations(all)

376

Citations(since 2020)

375

Cited By

78

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

lorenzo chelini Skills & Research Interests

Compiler (LLVM MLIR)

Computer Architecture

Top articles of lorenzo chelini

SEER: Super-Optimization Explorer for High-Level Synthesis using E-graph Rewriting

2024/4/27

Jianyi Cheng
Jianyi Cheng

H-Index: 2

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Program analysis, design space exploration and verification for high-level synthesis via e-graph rewriting

2024/4/18

SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR

arXiv preprint arXiv:2308.07654

2023/8/15

Jianyi Cheng
Jianyi Cheng

H-Index: 2

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Cinm (cinnamon): A compilation infrastructure for heterogeneous compute in-memory and compute near-memory paradigms

arXiv preprint arXiv:2301.07486

2023/1/23

MOM: Matrix Operations in MLIR

arXiv preprint arXiv:2208.10391

2022/8/22

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Paolo Bientinesi
Paolo Bientinesi

H-Index: 17

Modelling linear algebra kernels as polyhedral volume operations

2022

LoopOpt: Declarative Transformations Made Easy

2021/11/1

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Henk Corporaal
Henk Corporaal

H-Index: 22

Polygeist: Raising C to polyhedral MLIR

2021/9/26

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Ruizhe Zhao
Ruizhe Zhao

H-Index: 8

Abstraction Raising in General-Purpose Compilers

2021/8/31

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

OCC: An automated end-to-end machine learning optimizing compiler for computing-in-memory

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2021/8/2

Progressive raising in multi-level ir

2021/2/27

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Henk Corporaal
Henk Corporaal

H-Index: 22

Polygeist: Affine c in mlir

Not a formal proceedings

2021

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Ruizhe Zhao
Ruizhe Zhao

H-Index: 8

Automatic generation of multi-objective polyhedral compiler transformations

2020/9/30

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Henk Corporaal
Henk Corporaal

H-Index: 22

PET-to-MLIR: A polyhedral front-end for MLIR

2020/8/26

TDO-CIM: transparent detection and offloading for computation in-memory

2020/3/9

MultiLevel Tactics: Lifting loops in MLIR

2020/1/12

Lorenzo Chelini
Lorenzo Chelini

H-Index: 4

Henk Corporaal
Henk Corporaal

H-Index: 22

TC-CIM: Empowering tensor comprehensions for computing-in-memory

2020

See List of Professors in lorenzo chelini University(Technische Universiteit Eindhoven)

Co-Authors

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