| 2022 | EANN | Evaluating Acceleration Techniques for Genetic Neural Architecture Search. | Foteini D. Dervisi, George Kyriakides, Konstantinos G. Margaritis |
| 2022 | EANN | The Effectiveness of Synchronous Data-parallel Differentiable Architecture Search. | George Kyriakides, Konstantinos G. Margaritis |
| 2015 | EANN | Multithreaded Local Learning Regularization Neural Networks for Regression Tasks. | Yiannis Kokkinos, Konstantinos G. Margaritis |
| 2013 | EANN | A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation. | Yiannis Kokkinos, Konstantinos G. Margaritis |
| 2013 | PDP | Parallel Computing of Kernel Density Estimation with Different Multi-core Programming Models. | Panagiotis D. Michailidis, Konstantinos G. Margaritis |
| 2012 | HPCC | Computational Comparison of Some Multi-core Programming Tools for Basic Matrix Computations. | Panagiotis D. Michailidis, Konstantinos G. Margaritis |
| 2012 | ICTAI | A Parallel Radial Basis Probabilistic Neural Network for Scalable Data Mining in Distributed Memory Machines. | Yiannis Kokkinos, Konstantinos G. Margaritis |
| 2010 | ICANN | Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA. | Manolis G. Vozalis, Angelos I. Markos, Konstantinos G. Margaritis |
| 2010 | PDCAT | Performance Models for Matrix Computations on Multicore Processors Using OpenMP. | Panagiotis D. Michailidis, Konstantinos G. Margaritis |
| 2007 | Interspeech | Enhancing acoustic-to-EPG mapping with lip position information. | Asterios Toutios, Konstantinos G. Margaritis |
| 2006 | ICASSP | Learning Electropalatograms from Acoustics. | Asterios Toutios, Konstantinos G. Margaritis |
| 2005 | Interspeech | A support vector approach to the acoustic-to-articulatory mapping. | Asterios Toutios, Konstantinos G. Margaritis |
| 2005 | ISDA | Applying SVD on Item-based Filtering. | Manolis G. Vozalis, Konstantinos G. Margaritis |
| 2003 | ICALT | Towards an Assistive Tool for Greek Sign Language Communication. | Vassilia N. Pashaloudi, Konstantinos G. Margaritis |
| 2003 | PDPTA | Flexible Approximate String Matching Application on a Heterogeneous Distributed Environment. | Panagiotis D. Michailidis, Konstantinos G. Margaritis |
| 2000 | SMC | An experimental study of benchmarking functions for genetic algorithms. | Jason G. Digalakis, Konstantinos G. Margaritis |
| 1987 | ICS | Parallel Systolic LU Factorization for Simplex Updates. | Konstantinos G. Margaritis, David J. Evans |