Lorenzo Chelini

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Memory Requirements

Multilingual Information Retrieval

Computing Power

Top Venues

Publications

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 (2024)
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)
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 (2023)
Jianyi Cheng, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane
SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR. CoRR (2023)
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi, Marcin Copik, Tobias Grosser, Daniele G. Spampinato
MOM: Matrix Operations in MLIR. CoRR (2022)
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) (2022)
Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal
LoopOpt: Declarative Transformations Made Easy. SCOPES (2021)
William S. Moses, Lorenzo Chelini, Ruizhe Zhao, Oleksandr Zinenko
Polygeist: Raising C to Polyhedral MLIR. PACT (2021)
Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal
Progressive Raising in Multi-level IR. CGO (2021)
Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations. PACT (2020)
Konrad Komisarczyk, Lorenzo Chelini, Kanishkan Vadivel, Roel Jordans, Henk Corporaal
PET-to-MLIR: A polyhedral front-end for MLIR. DSD (2020)
Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal
Declarative Loop Tactics for Domain-specific Optimization. ACM Trans. Archit. Code Optim. 16 (4) (2020)
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 (2020)
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)
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)
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)
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 (2019)
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)