Giacomo Domeniconi

Principal Researcher, U.S. Bank

Joined

September 2022

Names

Giacomo Domeniconi (Preferred)

Emails

****@usbank.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Principal Researcher

U.S. Bank (usbank.com)

2022 – Present

Researcher

International Business Machines (ibm.com)

2017 – 2022

PhD student

University of Bologna (unibo.it)

2013 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning

Artificial Intelligence

CNN

Graph Neural Networks

GNN

2013 – Present

Publications

CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks
Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladimir Zolotov, Julian Dolby, Jie Chen, Mihir R. Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Shyam Ramji, Ulrich Finkler, Susan Malaika, Frederick Reiss
- 2021 (modified: 04 Oct 2022)
- NeurIPS Datasets and Benchmarks 2021
- Readers: Everyone
CASTELO: clustered atom subtypes aided lead optimization - a combined machine learning and molecular modeling method
Leili Zhang, Giacomo Domeniconi, Chih-Chieh Yang, Seung-gu Kang, Ruhong Zhou, Guojing Cong
- 2021 (modified: 04 Oct 2022)
- BMC Bioinform. 2021
- Readers: Everyone
Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation
Yufan Zhuang, Sahil Suneja, Veronika Thost, Giacomo Domeniconi, Alessandro Morari, Jim Laredo
- 2021 (modified: 04 Oct 2022)
- CoRR 2021
- Readers: Everyone
Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks
Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladimir Zolotov, Julian Dolby, Jie Chen, Mihir R. Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Ulrich Finkler
- 2021 (modified: 04 Oct 2022)
- CoRR 2021
- Readers: Everyone
Exploring Software Naturalness through Neural Language Models
Luca Buratti, Saurabh Pujar, Mihaela A. Bornea, J. Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi
- 2020 (modified: 04 Oct 2022)
- CoRR 2020
- Readers: Everyone
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson
- 2020 (modified: 04 Oct 2022)
- AAAI 2020
- Readers: Everyone
Design of AI-Enhanced Drug Lead Optimization Workflow for HPC and Cloud
Chih-Chieh Yang, Giacomo Domeniconi, Leili Zhang, Guojing Cong
- 2020 (modified: 04 Oct 2022)
- IEEE BigData 2020
- Readers: Everyone
CASTELO: Clustered Atom Subtypes aidEd Lead Optimization - a combined machine learning and molecular modeling method
Leili Zhang, Giacomo Domeniconi, Chih-Chieh Yang, Seung-gu Kang, Ruhong Zhou, Guojing Cong
- 2020 (modified: 04 Oct 2022)
- CoRR 2020
- Readers: Everyone
Fast neural network training on a cluster of GPUs for action recognition with high accuracy
Guojing Cong, Giacomo Domeniconi, Chih-Chieh Yang, Joshua Shapiro, Fan Zhou, Barry Chen
- 2019 (modified: 04 Oct 2022)
- J. Parallel Distributed Comput. 2019
- Readers: Everyone
Preparation and optimization of a diverse workload for a large-scale heterogeneous system
Ian Karlin, Yoonho Park, Bronis R. de Supinski, Peng Wang, Bert Still, David Beckingsale, Robert Blake, Tong Chen, Guojing Cong, Carlos H. A. Costa, Johann Dahm, Giacomo Domeniconi, Thomas Epperly, Aaron Fisher, Sara Kokkila Schumacher, Steven H. Langer, Hai Le, Eun Kyung Lee, Naoya Maruyama, Xinyu Que et al. (59 additional authors not shown)
- 2019 (modified: 04 Oct 2022)
- SC 2019
- Readers: Everyone

View all 33 publications

Co-Authors

View all 134 co-authors