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ORCIDLorenzo Chelini
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- affiliation: Eindhoven University of Technology, The Netherlands
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2020 – today
- 2024
[c9]Jianyi Cheng
, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane:
SEER: Super-Optimization Explorer for High-Level Synthesis using E-graph Rewriting. ASPLOS (2) 2024: 1029-1044- [i6]Renato Golin, Lorenzo Chelini, Adam Siemieniuk, Kavitha Madhu, Niranjan Hasabnis, Hans Pabst, Evangelos Georganas, Alexander Heinecke:
Towards a high-performance AI compiler with upstream MLIR. CoRR abs/2404.15204 (2024) - 2023
- [i5]Asif Ali Khan, Hamid Farzaneh, Karl F. A. Friebel, Lorenzo Chelini, Jerónimo Castrillón:
CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms. CoRR abs/2301.07486 (2023) - [i4]Jianyi Cheng, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane:
SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR. CoRR abs/2308.07654 (2023) - 2022
- [j3]Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jerónimo Castrillón, Andi Drebes, Henk Corporaal, Tobias Grosser, Martin Kong:
OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1674-1686 (2022) - [i3]Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi, Marcin Copik, Tobias Grosser, Daniele G. Spampinato:
MOM: Matrix Operations in MLIR. CoRR abs/2208.10391 (2022) - 2021
- [c8]William S. Moses, Lorenzo Chelini, Ruizhe Zhao, Oleksandr Zinenko:
Polygeist: Raising C to Polyhedral MLIR. PACT 2021: 45-59 - [c7]Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal:
Progressive Raising in Multi-level IR. CGO 2021: 15-26 - [c6]Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal:
LoopOpt: Declarative Transformations Made Easy. SCOPES 2021: 11-16 - 2020
- [j2]Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal:
Declarative Loop Tactics for Domain-specific Optimization. ACM Trans. Archit. Code Optim. 16(4): 55:1-55:25 (2020) - [c5]Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal:
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations. PACT 2020: 83-96 - [c4]Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal:
TDO-CIM: Transparent Detection and Offloading for Computation In-memory. DATE 2020: 1602-1605 - [c3]Konrad Komisarczyk, Lorenzo Chelini, Kanishkan Vadivel, Roel Jordans, Henk Corporaal:
PET-to-MLIR: A polyhedral front-end for MLIR. DSD 2020: 551-556 - [i2]Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal:
TDO-CIM: Transparent Detection and Offloading for Computation In-memory. CoRR abs/2007.00060 (2020)
2010 – 2019
- 2019
- [j1]Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra:
Near-memory computing: Past, present, and future. Microprocess. Microsystems 71 (2019) - [c2]Jan van Lunteren, Ronald P. Luijten, Dionysios Diamantopoulos, Florian Auernhammer, Christoph Hagleitner, Lorenzo Chelini, Stefano Corda, Gagandeep Singh:
Coherently Attached Programmable Near-Memory Acceleration Platform and its application to Stencil Processing. DATE 2019: 668-673 - [i1]Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra:
Near-Memory Computing: Past, Present, and Future. CoRR abs/1908.02640 (2019) - 2018
- [c1]Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra:
A Review of Near-Memory Computing Architectures: Opportunities and Challenges. DSD 2018: 608-617
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