Georgios Keramidas

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
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Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Vasilios I. Kelefouras

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Publications

2026
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Theologos Anthimopoulos, Milad Kokhazadeh, Vasilios I. Kelefouras, Benjamin Himpel, Georgios Keramidas:
Optimizing Tensor Train Decomposition in DNNs for RISC-V Architectures Using Design Space Exploration and Compiler Optimizations. CoRR abs/2602.01996 (2026)
2025
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Theologos Anthimopoulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
Register Blocking: A Source-to-Source Analytical Modelling Approach for Affine Loop Kernels. ACM Trans. Embed. Comput. Syst. 24(5): 80:1-80:24 (2025)
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Theologos Anthimopoulos, Milad Kokhazadeh, Vasilios I. Kelefouras, Benjamin Himpel, Georgios Keramidas:
Optimizing Tensor Train Decomposition in DNNs for RISC-V Architectures Using Design Space Exploration and Compiler Optimizations. ACM Trans. Embed. Comput. Syst. 24(6): 171:1-171:34 (2025)
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Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A CNN Compression Methodology for Layer-Wise Rank Selection Considering Inter-Layer Interactions. DATE 2025: 1-7
[c76]
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Zahra Kokhazad, Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras:
Leveraging Low-Rank Factorization for Compressing DNN Speech Enhancement Models. ISVLSI 2025: 1-5
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Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras:
Joint Compression Strategies for CNNs: A Case Study on Low Rank Factorization, Filter-based Pruning and Unstructured Pruning. ISVLSI 2025: 1-6
2024
[j18]
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Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A Practical Approach for Employing Tensor Train Decomposition in Edge Devices. Int. J. Parallel Program. 52(1-2): 20-39 (2024)
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Theologos Anthimopoulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
Register Blocking: An Analytical Modelling Approach for Affine Loop Kernels. CF 2024
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Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
Denseflex: A Low Rank Factorization Methodology for Adaptable Dense Layers in DNNs. CF 2024
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Tobias Dörr, Florian Schade, Jürgen Becker, Georgios Keramidas, Nikos Petrellis, Vasilios I. Kelefouras, Michail Mavropoulos, Konstantinos Antonopoulos, Christos P. Antonopoulos, Nikolaos S. Voros, Alexander Ahlbrecht, Wanja Zaeske, Vincent Janson, Phillip Nöldeke, Umut Durak, Christos Panagiotou, Dimitris Karadimas, Nico Adler, Clemens Reichmann, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Wolfgang Gabler, Katrin Weiden, Xavier Anzuela Recasens, Sakir Sezer, Fahad Siddiqui, Rafiullah Khan, Kieran McLaughlin, Sena Yengec Tasdemir, Balmukund Sonigara, Henry Hui, Esther Soriano Viguer, Aridane Álvarez Suárez, Vicente Nicolau Gallego, Manuel Muñoz Alcobendas, Miguel Masmano Tello:
XANDAR: An X-by-Construction Framework for Safety, Security, and Real-Time Behavior of Embedded Software Systems. DATE 2024: 1-6
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Nikos Petrellis, Michail Mavropoulos, Vasilios I. Kelefouras, Georgios Keramidas, K. Radonjic, Nikolaos S. Voros:
A Hypervisor Based Platform for the Development and Verification of Reliable Software Applications. SAMOS 2024: 261-276
2023
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Vasilios I. Kelefouras, Georgios Keramidas:
Design and Implementation of Deep Learning 2D Convolutions on Modern CPUs. IEEE Trans. Parallel Distributed Syst. 34(12): 3104-3116 (2023)
[c65]
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Theologos Anthimopulos, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A Comparative Study of Neural Network Compilers on ARMv8 Architecture. ARCS 2023: 18-33
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Dimitrios Gkountelos, Milad Kokhazadeh, Charalampos Bournas, Georgios Keramidas, Vasilios I. Kelefouras:
Towards Highly Compressed CNN Models for Human Activity Recognition in Wearable Devices. SPA 2023: 83-88
2022
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Vasilios I. Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos S. Voros:
A Methodology for Efficient Tile Size Selection for Affine Loop Kernels. Int. J. Parallel Program. 50(3-4): 405-432 (2022)
[j10]
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Vasilios I. Kelefouras, Georgios Keramidas:
Design and Implementation of 2D Convolution on x86/x64 Processors. IEEE Trans. Parallel Distributed Syst. 33(12): 3800-3815 (2022)
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Leonard Masing, Tobias Dörr, Florian Schade, Jürgen Becker, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Efstratios Tiganourias, Vasilios I. Kelefouras, Konstantinos Antonopoulos, Nikolaos S. Voros, Umut Durak, Alexander Ahlbrecht, Wanja Zaeske, Christos Panagiotou, Dimitris Karadimas, Nico Adler, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Géza Németh, Fahad Siddiqui, Rafiullah Khan, Vahid Garousi, Sakir Sezer, Victor Morales:
XANDAR: Exploiting the X-by-Construction Paradigm in Model-based Development of Safety-critical Systems. DATE 2022: 1-5
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Tobias Dörr, Florian Schade, Leonard Masing, Jürgen Becker, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Vasilios I. Kelefouras, Nikolaos S. Voros:
Safety by Construction: Pattern-Based Application of Safety Mechanisms in XANDAR. ISVLSI 2022: 369-370
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Milad Kokhazadeh, Georgios Keramidas, Vasilios I. Kelefouras, Iakovos Stamoulis:
A Design Space Exploration Methodology for Enabling Tensor Train Decomposition in Edge Devices. SAMOS 2022: 173-186
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Fahad Siddiqui, Rafiullah Khan, Sakir Sezer, Kieran McLaughlin, Leonard Masing, Tobias Dörr, Florian Schade, Jürgen Becker, Alexander Ahlbrecht, Wanja Zaeske, Umut Durak, Nico Adler, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Géza Németh, Victor Morales, Paco Gomez, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Vasilios I. Kelefouras, Konstantinos Antonopoulos, Nikolaos S. Voros, Christos Panagiotou, Dimitris Karadimas:
XANDAR: A holistic Cybersecurity Engineering Process for Safety-critical and Cyber-physical Systems. VTC Spring 2022: 1-5
2021
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Jürgen Becker, Leonard Masing, Tobias Dörr, Florian Schade, Georgios Keramidas, Christos P. Antonopoulos, Michail Mavropoulos, Efstratios Tiganourias, Vasilios I. Kelefouras, Konstantinos Antonopoulos, Nikolaos S. Voros, Umut Durak, Alexander Ahlbrecht, Wanja Zaeske, Christos Panagiotou, Dimitris Karadimas, Nico Adler, Andreas Sailer, Raphael Weber, Thomas Wilhelm, Florian Oszwald, Dominik Reinhardt, Mohamad Chamas, Adnan Bekan, Graham Smethurst, Fahad Siddiqui, Rafiullah Khan, Vahid Garousi, Sakir Sezer, Victor Morales:
XANDAR: X-by-Construction Design framework for Engineering Autonomous & Distributed Real-time Embedded Software Systems. FPL 2021: 382-383
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Efstratios Tiganourias, Michail Mavropoulos, Georgios Keramidas, Vasilios I. Kelefouras, Christos P. Antonopoulos, Nikolaos S. Voros:
A Hierarchical Profiler of Intermediate Representation Code based on LLVM. MECO 2021: 1-5
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Vasilios I. Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos S. Voros:
An Analytical Model for Loop Tiling Transformation. SAMOS 2021: 95-107
2018
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Vasilios I. Kelefouras, Georgios Keramidas, Nikos S. Voros:
Combining Software Cache Partitioning and Loop Tiling for Effective Shared Cache Management. ACM Trans. Embed. Comput. Syst. 17(3): 72:1-72:25 (2018)
2017
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Vasilios I. Kelefouras, Georgios Keramidas, Nikolaos S. Voros:
Cache Partitioning + Loop Tiling: A Methodology for Effective Shared Cache Management. ISVLSI 2017: 477-482

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