Mihai Capotă

Researcher, Intel Labs

Joined

May 2021

Names

Mihai Capotă (Preferred)

Emails

****@intel.com (Confirmed)

****@mihaic.ro (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Researcher

Intel Labs (intel.com)

Present

Advisors, Relations & Conflicts

PhD Advisor

Dick Epema

2009 – 2015

PhD Advisor

Johan A. Pouwelse

2009 – 2015

Expertise

No areas of expertise listed

Publications

A Structure-Aware Framework for Learning Device Placements on Computation Graphs
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Panagiotis Kyriakis, Nesreen K. Ahmed, Peiyu Zhang, Guixiang Ma, Mihai Capotă, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
- NeurIPS 2024 poster
- Readers: Everyone
Structural Code Representation Learning for Auto-Vectorization
Yao Xiao, Nesreen Ahmed, Mihai Capotă, Guixiang Ma, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
- 2022 (modified: 26 Aug 2022)
- CoRR 2022
- Readers: Everyone
Learning Code Representations Using Multifractal-based Graph Networks
Guixiang Ma, Yao Xiao, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan, Nesreen K. Ahmed
- 2021 (modified: 26 Aug 2022)
- IEEE BigData 2021
- Readers: Everyone
The LDBC Graphalytics Benchmark
Alexandru Iosup, Ahmed Musaafir, Alexandru Uta, Arnau Prat-Pérez, Gábor Szárnyas, Hassan Chafi, Ilie Gabriel Tanase, Lifeng Nai, Michael J. Anderson, Mihai Capota, Narayanan Sundaram, Peter A. Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia
- 2020 (modified: 26 Aug 2022)
- CoRR 2020
- Readers: Everyone
BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis
Manoj Kumar, Cameron T. Ellis, Qihong Lu, Hejia Zhang, Mihai Capota, Theodore L. Willke, Peter J. Ramadge, Nicholas B. Turk-Browne, Kenneth A. Norman
- 2020 (modified: 26 Aug 2022)
- PLoS Comput. Biol. 2020
- Readers: Everyone
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network
Javier Turek, Shailee Jain, Vy A. Vo, Mihai Capota, Alexander Huth, Theodore L. Willke
- 2020 (modified: 26 Aug 2022)
- ICML 2020
- Readers: Everyone
A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in between
Javier S. Turek, Shailee Jain, Mihai Capota, Alexander G. Huth, Theodore L. Willke
- 2019 (modified: 26 Aug 2022)
- CoRR 2019
- Readers: Everyone
Bridging the Gap between HPC and Big Data frameworks
Michael J. Anderson, Shaden Smith, Narayanan Sundaram, Mihai Capota, Zheguang Zhao, Subramanya Dulloor, Nadathur Satish, Theodore L. Willke
- 2017 (modified: 26 Aug 2022)
- Proc. VLDB Endow. 2017
- Readers: Everyone
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods
Krzysztof J. Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capota, M. Mallar Chakravarty, Nathan William Churchill, Alexander Li Cohen, R. Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana et al. (9 additional authors not shown)
- 2017 (modified: 26 Aug 2022)
- PLoS Comput. Biol. 2017
- Readers: Everyone

View all 29 publications

Co-Authors

View all 100 co-authors