| 2023 | ICCCI | Improving Gossip Learning via Limited Model Merging. | Gbor Danner, Istvn Hegeds, Mrk Jelasity |
| 2021 | IJCNN | Robust Classification Combined with Robust out-of-Distribution Detection: An Empirical Analysis. | Istvn Megyeri, Istvn Hegeds, Mrk Jelasity |
| 2020 | ESANN | Attacking Model Sets with Adversarial Examples. | Istvn Megyeri, Istvn Hegeds, Mrk Jelasity |
| 2020 | IJCNN | Adversarial Robustness of Model Sets. | Istvn Megyeri, Istvn Hegeds, Mrk Jelasity |
| 2020 | Middleware | Decentralized machine learning using compressed push-pull averaging. | Gbor Danner, Istvn Hegeds, Mrk Jelasity |
| 2019 | DAIS | Gossip Learning as a Decentralized Alternative to Federated Learning. | Istvn Hegeds, Gbor Danner, Mrk Jelasity |
| 2019 | ESANN | Adversarial robustness of linear models: regularization and dimensionality. | Istvn Megyeri, Istvn Hegeds, Mrk Jelasity |
| 2016 | PDP | Dimension Reduction Methods for Collaborative Mobile Gossip Learning. | rpd Berta, Istvn Hegeds, Mrk Jelasity |
| 2016 | PDP | Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study. | Istvn Hegeds, Mrk Jelasity |
| 2014 | ESANN | Lightning fast asynchronous distributed k-means clustering. | rpd Berta, Istvn Hegeds, Rbert Ormndi |
| 2013 | ICML | Gossip-based distributed stochastic bandit algorithms. | Balzs Szrnyi, Rbert Busa-Fekete, Istvn Hegeds, Rbert Ormndi, Mrk Jelasity, Balzs Kgl |
| 2012 | EuroPar | Peer-to-Peer Multi-class Boosting. | Istvn Hegeds, Rbert Busa-Fekete, Rbert Ormndi, Mrk Jelasity, Balzs Kgl |
| 2012 | SISY | Detecting concept drift in fully distributed environments. | Istvn Hegeds, Lehel Nyers, Rbert Ormndi |
| 2011 | EuroPar | Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent. | Rbert Ormndi, Istvn Hegeds, Mrk Jelasity |
| 2010 | ECAI | Automatic free-text-tagging of online news archives. | Richrd Farkas, Gbor Berend, Istvn Hegeds, Andrs Krpti, Balzs Krich |
| 2010 | EuroPar | Overlay Management for Fully Distributed User-Based Collaborative Filtering. | Rbert Ormndi, Istvn Hegeds, Mrk Jelasity |
| 2010 | WETICE | Towards Inferring Ratings from User Behavior in BitTorrent Communities. | Rbert Ormndi, Istvn Hegeds, Kornel Csernai, Mrk Jelasity |