| 2025 | SYNASC | Salivary Ferning Segmentation with a Lightweight CNN. | Ditmr Mate, Lehel Csat |
| 2024 | SISY | Wavelet-Based Prototype Learning for Medical Image Classification. | Hanna-Georgina Lieb, Tams Kaszta, Lehel Csat |
| 2023 | SISY | Wavelet-Based Prototype Networks. | Tams Kaszta, Hanna-Georgina Lieb, Lehel Csat |
| 2020 | ECAI | Pruning CNN's with Linear Filter Ensembles. | Csand Sndor, Szabolcs Pvel, Lehel Csat |
| 2019 | ICANN | Distortion Estimation Through Explicit Modeling of the Refractive Surface. | Szabolcs Pvel, Csand Sndor, Lehel Csat |
| 2019 | IJCNN | Single View Distortion Correction using Semantic Guidance. | Szabolcs-Botond Lorincz, Szabolcs Pvel, Lehel Csat |
| 2014 | ESANN | Augmented hashing for semi-supervised scenarios. | Zaln Bod, Lehel Csat |
| 2014 | SYNASC | Simulation-Extrapolation Gaussian Processes for Input Noise Modeling. | Botond Bocsi, Hunor Jakab, Lehel Csat |
| 2013 | ESANN | Linear spectral hashing. | Zaln Bod, Lehel Csat |
| 2013 | ICANN | Hessian Corrected Input Noise Models. | Botond Attila Bcsi, Lehel Csat |
| 2013 | ICANN | Novel Feature Selection and Kernel-Based Value Approximation Method for Reinforcement Learning. | Hunor Sandor Jakab, Lehel Csat |
| 2013 | IJCNN | Alignment-based transfer learning for robot models. | Botond Bocsi, Lehel Csat, Jan Peters |
| 2012 | ESANN | Manifold-based non-parametric learning of action-value functions. | Hunor Jakab, Lehel Csat |
| 2012 | IJCNN | Improving kernel locality-sensitive hashing using pre-images and bounds. | Zaln Bod, Lehel Csat |
| 2012 | ICRA | Learning tracking control with forward models. | Botond Bocsi, Philipp Hennig, Lehel Csat, Jan Peters |
| 2012 | IJCNN | Reinforcement learning with guided policy search using Gaussian processes. | Hunor Jakab, Lehel Csat |
| 2011 | ICANN | Improving Gaussian Process Value Function Approximation in Policy Gradient Algorithms. | Hunor Jakab, Lehel Csat |
| 2011 | IROS | Learning inverse kinematics with structured prediction. | Botond Bocsi, Duy Nguyen-Tuong, Lehel Csat, Bernhard Schlkopf, Jan Peters |
| 2009 | ESANN | Dirichlet process-based component detection in state-space models. | Botond Bocsi, Lehel Csat |
| 2008 | SYNASC | Prufer Number Encoding for Genetic Bayesian Network Structure Learning Algorithm. | Beta Reiz, Lehel Csat, Dan Dumitrescu |
| 2007 | ESANN | Kernel PCA based clustering for inducing features in text categorization. | Zsolt Minier, Lehel Csat |
| 2007 | SYNASC | Wikipedia-Based Kernels for Text Categorization. | Zsolt Minier, Zaln Bod, Lehel Csat |
| 2001 | ICANN | Online Approximations for Wind-Field Models. | Lehel Csat, Dan Cornford, Manfred Opper |