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• affiliation:Mihai Capotă

• 2025
• 
  [c22]
  Le Chen,Nesreen K. Ahmed,Mihai Capota,Ted Willke,Niranjan Hasabnis,Ali Jannesari:
  PCEBench: A Multi-Dimensional Benchmark for Evaluating Large Language Models in Parallel Code Generation.IPDPS2025:546-557
• 
  [c21]
  Quazi Ishtiaque Mahmud,Ali TehraniJamsaz,Hung D. Phan,Le Chen,Mihai Capota,Theodore L. Willke,Nesreen K. Ahmed,Ali Jannesari:
  AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs.NAACL (Long Papers)2025:11821-11841
• 
  [i10]
  Arijit Bhattacharjee,Ali TehraniJamsaz,Le Chen,Niranjan Hasabnis,Mihai Capota,Nesreen K. Ahmed,Ali Jannesari:
  OMPILOT: Harnessing Transformer Models for Auto Parallelization to Shared Memory Computing Paradigms.CoRRabs/2511.03866 (2025)
• 2024
• 
  [c20]
  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:
  MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks.HPEC2024:1-7
• 
  [c19]
  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:
  A Structure-Aware Framework for Learning Device Placements on Computation Graphs.NeurIPS2024
• 
  [i9]
  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:
  MPIrigen: MPI Code Generation through Domain-Specific Language Models.CoRRabs/2402.09126 (2024)
• 
  [i8]
  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:
  A structure-aware framework for learning device placements on computation graphs.CoRRabs/2405.14185 (2024)
• 
  [i7]
  Tal Kadosh,Niranjan Hasabnis,Prema Soundararajan,Vy A. Vo,Mihai Capota,Nesreen K. Ahmed,Yuval Pinter,Gal Oren:
  OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation.CoRRabs/2409.14771 (2024)
• 2023
• 
  [i6]
  Shukai Duan,Nikos Kanakaris,Xiongye Xiao,Heng Ping,Chenyu Zhou,Nesreen K. Ahmed,Guixiang Ma,Mihai Capota,Theodore L. Willke,Shahin Nazarian,Paul Bogdan:
  Leveraging Reinforcement Learning and Large Language Models for Code Optimization.CoRRabs/2312.05657 (2023)
• 
  [i5]
  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:
  Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks.CoRRabs/2312.13322 (2023)
• 2022
• 
  [i4]
  Yao Xiao,Guixiang Ma,Nesreen K. Ahmed,Mihai Capota,Theodore L. Willke,Shahin Nazarian,Paul Bogdan:
  End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning.CoRRabs/2204.11981 (2022)
• 2021
• 
  [c18]
  Guixiang Ma,Yao Xiao,Mihai Capota,Theodore L. Willke,Shahin Nazarian,Paul Bogdan,Nesreen K. Ahmed:
  Learning Code Representations Using Multifractal-based Graph Networks.IEEE BigData2021:1858-1866
• 2020
• 
  [j5]
  Manoj Kumar,Cameron T. Ellis,Qihong Lu,Hejia Zhang,Mihai Capota,Theodore L. Willke,Peter J. Ramadge,Nicholas B. Turk-Browne,Kenneth A. Norman:
  BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis.PLoS Comput. Biol.16(1) (2020)
• 
  [c17]
  Javier Turek,Shailee Jain,Vy A. Vo,Mihai Capota,Alexander Huth,Theodore L. Willke:
  Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network.ICML2020:9648-9658
• 
  [i3]
  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:
  The LDBC Graphalytics Benchmark.CoRRabs/2011.15028 (2020)

• 2019
• 
  [i2]
  Javier S. Turek,Shailee Jain,Mihai Capota,Alexander G. Huth,Theodore L. Willke:
  A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in between.CoRRabs/1909.00021 (2019)
• 2017
• 
  [j4]
  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:
  BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods.PLoS Comput. Biol.13(3) (2017)
• 
  [j3]
  Michael J. Anderson,Shaden Smith,Narayanan Sundaram,Mihai Capota,Zheguang Zhao,Subramanya Dulloor,Nadathur Satish,Theodore L. Willke:
  Bridging the Gap between HPC and Big Data frameworks.Proc. VLDB Endow.10(8):901-912 (2017)
• 2016
• 
  [j2]
  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:
  LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms.Proc. VLDB Endow.9(13):1317-1328 (2016)
• 
  [c16]
  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:
  Enabling factor analysis on thousand-subject neuroimaging datasets.IEEE BigData2016:1151-1160
• 
  [c15]
  Yida Wang,Bryn Keller,Mihai Capota,Michael J. Anderson,Narayanan Sundaram,Jonathan D. Cohen,Kai Li,Nicholas B. Turk-Browne,Theodore L. Willke:
  Real-time full correlation matrix analysis of fMRI data.IEEE BigData2016:1242-1251
• 
  [i1]
  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:
  Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets.CoRRabs/1608.04647 (2016)
• 2015
• 
  [c14]
  Mihai Capota,Johan A. Pouwelse,Dick H. J. Epema:
  Decentralized credit mining in P2P systems.Networking2015:1-9
• 
  [c13]
  Mihai Capota,Tim Hegeman,Alexandru Iosup,Arnau Prat-Pérez,Orri Erling,Peter Boncz:
  Graphalytics: A Big Data Benchmark for Graph-Processing Platforms.GRADES@SIGMOD/PODS2015:7:1-7:6
• 2014
• 
  [c12]
  Bogdan Ghit,Mihai Capota,Tim Hegeman,Jan Hidders,Dick H. J. Epema,Alexandru Iosup:
  V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows.CCGRID2014:927-932
• 
  [c11]
  Mihai Capota,Johan A. Pouwelse,Dick H. J. Epema:
  Towards a Peer-to-Peer Bandwidth Marketplace.ICDCN2014:302-316
• 
  [c10]
  Riccardo Petrocco,Mihai Capota,Johan A. Pouwelse,Dick H. J. Epema:
  Hiding user content interest while preserving P2P performance.SAC2014:501-508
• 
  [c9]
  Alexandru Iosup,Mihai Capota,Tim Hegeman,Yong Guo,Wing Lung Ngai,Ana Lucia Varbanescu,Merijn Verstraaten:
  Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics.WBDB2014:109-131
• 2013
• 
  [j1]
  Tamás Vinkó,Flavio Santos,Nazareno Andrade,Mihai Capota:
  On swarm-level resource allocation in BitTorrent communities.Optim. Lett.7(5):923-932 (2013)
• 
  [c8]
  Tim Hegeman,Bogdan Ghit,Mihai Capota,Jan Hidders,Dick H. J. Epema,Alexandru Iosup:
  The BTWorld use case for big data analytics: Description, MapReduce logical workflow, and empirical evaluation.IEEE BigData2013:622-630
• 
  [c7]
  Niels Zeilemaker,Mihai Capota,Johan A. Pouwelse:
  Open2Edit: A peer-to-peer platform for collaboration.Networking2013:1-9
• 
  [c6]
  Mihai Capota,Nazareno Andrade,Johan A. Pouwelse,Dick H. J. Epema:
  Investment Strategies for Credit-Based P2P Communities.PDP2013:437-443
• 2011
• 
  [c5]
  Niels Zeilemaker,Mihai Capota,Arno Bakker,Johan A. Pouwelse:
  Tribler: P2P media search and sharing.ACM Multimedia2011:739-742
• 
  [c4]
  Niels Zeilemaker,Mihai Capota,Arno Bakker,Johan A. Pouwelse:
  Tribler: Search and stream.Peer-to-Peer Computing2011:164-165
• 
  [c3]
  Mihai Capota,Nazareno Andrade,Tamás Vinkó,Flavio Roberto Santos,Johan A. Pouwelse,Dick H. J. Epema:
  Inter-swarm resource allocation in BitTorrent communities.Peer-to-Peer Computing2011:300-309
• 2010
• 
  [c2]
  Maciej Wojciechowski,Mihai Capota,Johan A. Pouwelse,Alexandru Iosup:
  BTWorld: towards observing the global BitTorrent file-sharing network.HPDC2010:581-588
• 
  [c1]
  Michel Meulpolder,Lucia D'Acunto,Mihai Capota,Maciej Wojciechowski,Johan A. Pouwelse,Dick H. J. Epema,Henk J. Sips:
  Public and private BitTorrent communities: a measurement study.IPTPS2010:10

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