Mihai Capota

37 papers A* 3A 2B 3C 1Misc 2Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs.
NAACL (Long Papers)
Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D. Phan, Le Chen, Mihai Capota, Theodore L. Willke, Nesreen K. Ahmed, Ali Jannesari
2025 J jnl
OMPILOT: Harnessing Transformer Models for Auto Parallelization to Shared Memory Computing Paradigms.
CoRR
Arijit Bhattacharjee, Ali TehraniJamsaz, Le Chen, Niranjan Hasabnis, Mihai Capota, Nesreen K. Ahmed, Ali Jannesari
2025 A conf
PCEBench: A Multi-Dimensional Benchmark for Evaluating Large Language Models in Parallel Code Generation.
IPDPS
Le Chen, Nesreen K. Ahmed, Mihai Capota, Ted Willke, Niranjan Hasabnis, Ali Jannesari
2024 A* conf
A Structure-Aware Framework for Learning Device Placements on Computation Graphs.
NeurIPS
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Panagiotis Kyriakis, Nesreen K. Ahmed, Peiyu Zhang, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
2024 J jnl
A structure-aware framework for learning device placements on computation graphs.
CoRR
Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Peiyu Zhang, Panagiotis Kyriakis, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
2024 J jnl
MPIrigen: MPI Code Generation through Domain-Specific Language Models.
CoRR
Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy G. Mattson, Gal Oren
2024 — conf
MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks.
HPEC
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy G. Mattson, Gal Oren
2024 J jnl
OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation.
CoRR
Tal Kadosh, Niranjan Hasabnis, Prema Soundararajan, Vy A. Vo, Mihai Capota, Nesreen K. Ahmed, Yuval Pinter, Gal Oren
2023 J jnl
Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks.
CoRR
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy G. Mattson, Gal Oren
2023 J jnl
Leveraging Reinforcement Learning and Large Language Models for Code Optimization.
CoRR
Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
2022 J jnl
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning.
CoRR
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
2021 — conf
Learning Code Representations Using Multifractal-based Graph Networks.
IEEE BigData
Guixiang Ma, Yao Xiao, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan, Nesreen K. Ahmed
2020 A* conf
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network.
ICML
Javier Turek, Shailee Jain, Vy A. Vo, Mihai Capota, Alexander Huth, Theodore L. Willke
2020 J jnl
BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis.
PLoS Comput. Biol.
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 J jnl
The LDBC Graphalytics Benchmark.
CoRR
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 Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia
2019 J jnl
A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in between.
CoRR
Javier S. Turek, Shailee Jain, Mihai Capota, Alexander G. Huth, Theodore L. Willke
2017 J jnl
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods.
PLoS Comput. Biol.
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, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack
2017 J jnl
Bridging the Gap between HPC and Big Data frameworks.
Proc. VLDB Endow.
Michael J. Anderson, Shaden Smith, Narayanan Sundaram, Mihai Capota, Zheguang Zhao, Subramanya Dulloor, Nadathur Satish, Theodore L. Willke
2016 J jnl
Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets.
CoRR
Michael J. Anderson, Mihai Capota, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman
2016 — conf
Enabling factor analysis on thousand-subject neuroimaging datasets.
IEEE BigData
Michael J. Anderson, Mihai Capota, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman
2016 J jnl
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms.
Proc. VLDB Endow.
Alexandru Iosup, Tim Hegeman, Wing Lung Ngai, Stijn Heldens, Arnau Prat-Pérez, Thomas Manhardt, Hassan Chafi, Mihai Capota, Narayanan Sundaram, Michael J. Anderson, Ilie Gabriel Tanase, Yinglong Xia, Lifeng Nai, Peter Boncz
2016 — conf
Real-time full correlation matrix analysis of fMRI data.
IEEE BigData
Yida Wang, Bryn Keller, Mihai Capota, Michael J. Anderson, Narayanan Sundaram, Jonathan D. Cohen, Kai Li, Nicholas B. Turk-Browne, Theodore L. Willke
2015 B conf
Decentralized credit mining in P2P systems.
Networking
Mihai Capota, Johan A. Pouwelse, Dick H. J. Epema
2015 — conf
Graphalytics: A Big Data Benchmark for Graph-Processing Platforms.
GRADES@SIGMOD/PODS
Mihai Capota, Tim Hegeman, Alexandru Iosup, Arnau Prat-Pérez, Orri Erling, Peter Boncz
2014 Misc conf
Hiding user content interest while preserving P2P performance.
SAC
Riccardo Petrocco, Mihai Capota, Johan A. Pouwelse, Dick H. J. Epema
2014 — conf
Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics.
WBDB
Alexandru Iosup, Mihai Capota, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu, Merijn Verstraaten
2014 Misc conf
Towards a Peer-to-Peer Bandwidth Marketplace.
ICDCN
Mihai Capota, Johan A. Pouwelse, Dick H. J. Epema
2014 B conf
V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows.
CCGRID
Bogdan Ghit, Mihai Capota, Tim Hegeman, Jan Hidders, Dick H. J. Epema, Alexandru Iosup
2013 C conf
Investment Strategies for Credit-Based P2P Communities.
PDP
Mihai Capota, Nazareno Andrade, Johan A. Pouwelse, Dick H. J. Epema
2013 J jnl
On swarm-level resource allocation in BitTorrent communities.
Optim. Lett.
Tamás Vinkó, Flavio Santos, Nazareno Andrade, Mihai Capota
2013 B conf
Open2Edit: A peer-to-peer platform for collaboration.
Networking
Niels Zeilemaker, Mihai Capota, Johan A. Pouwelse
2013 — conf
The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation.
IEEE BigData
Tim Hegeman, Bogdan Ghit, Mihai Capota, Jan Hidders, Dick H. J. Epema, Alexandru Iosup
2011 — conf
Inter-swarm resource allocation in BitTorrent communities.
Peer-to-Peer Computing
Mihai Capota, Nazareno Andrade, Tamás Vinkó, Flavio Roberto Santos, Johan A. Pouwelse, Dick H. J. Epema
2011 A* conf
Tribler: P2P media search and sharing.
ACM Multimedia
Niels Zeilemaker, Mihai Capota, Arno Bakker, Johan A. Pouwelse
2011 — conf
Tribler: Search and stream.
Peer-to-Peer Computing
Niels Zeilemaker, Mihai Capota, Arno Bakker, Johan A. Pouwelse
2010 A conf
BTWorld: towards observing the global BitTorrent file-sharing network.
HPDC
Maciej Wojciechowski, Mihai Capota, Johan A. Pouwelse, Alexandru Iosup
2010 — conf
Public and private BitTorrent communities: a measurement study.
IPTPS
Michel Meulpolder, Lucia D'Acunto, Mihai Capota, Maciej Wojciechowski, Johan A. Pouwelse, Dick H. J. Epema, Henk J. Sips