Giuseppe Di Guglielmo

Associate Research Scientist, Columbia University

Joined

November 2020

Names

Giuseppe Di Guglielmo (Preferred)

Emails

****@cs.columbia.edu (Confirmed)

Personal Links

Career & Education History

Associate Research Scientist

Columbia University (columb)

2013 – Present

Advisors, Relations & Conflicts

Coauthor

2012 – Present

Coauthor

Paolo Mantovani

2012 – Present

PhD Advisor

2006 – 2009

Expertise

System Level Design

2012 – Present

Publications

MLPerf Tiny Benchmark
Colby Banbury, Vijay Janapa Reddi, Peter Torelli, Nat Jeffries, Csaba Kiraly, Jeremy Holleman, Pietro Montino, David Kanter, Pete Warden, Danilo Pau, Urmish Thakker, antonio torrini, jay cordaro, Giuseppe Di Guglielmo, Javier Duarte, Honson Tran, Nhan Tran, niu wenxu, xu xuesong
- Published: 29 Jul 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone
hls4ml: An Open-Source Co-Design Workflow to Empower Scientific Low-Power Machine Learning Devices
Farah Fahim, Benjamin Hawks, Christian Herwig, James Hirschauer, Sergo Jindariani, Nhan Tran, Luca Carloni, Giuseppe Di Guglielmo, Philip Harris, Jeffrey Krupa, Dylan Rankin, Manuel Blanco Valentin, Josiah Hester, Yingyi Luo, John Mamish, Seda Memik, Thea Aarrestad, Hamza Javed, Vladimir Loncar, Maurizio Pierini et al. (10 additional authors not shown)
- Published: 07 Feb 2021, Last Modified: 05 May 2023
- tinyML 2021 Regular
- Readers: Everyone

Co-Authors

View all 45 co-authors