| 2026 | ESANN | Breaking the Trade-off between Performance and Cost with an Improved Untargeted APGD. | Ammar Al-Najjar, Mrk Jelasity |
| 2025 | AAAI | How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching. | Andrs Balogh, Mrk Jelasity |
| 2025 | ICML | No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks. | Attila Szsz, Balzs Bnhelyi, Mrk Jelasity |
| 2024 | ECCV | Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off. | Levente Halmosi, Blint Mohos, Mrk Jelasity |
| 2024 | ESANN | Adversarial Training without Hard Labels. | Ammar Al-Najjar, Istvn Megyeri, Mrk Jelasity |
| 2023 | ICCCI | Improving Gossip Learning via Limited Model Merging. | Gbor Danner, Istvn Hegeds, Mrk Jelasity |
| 2023 | ICML | On the Functional Similarity of Robust and Non-Robust Neural Representations. | Andrs Balogh, Mrk Jelasity |
| 2021 | ICLR | Fooling a Complete Neural Network Verifier. | Dniel Zombori, Balzs Bnhelyi, Tibor Csendes, Istvn Megyeri, 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 | Modeling Peer-to-Peer Connections over a Smartphone Network. | rpd Berta, Zoltn Szab, 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 | DAIS | Stunner: A Smart Phone Trace for Developing Decentralized Edge Systems. | Zoltn Szab, Krisztin Tgls, rpd Berta, Mrk Jelasity, Vilmos Bilicki |
| 2019 | ESANN | Adversarial robustness of linear models: regularization and dimensionality. | Istvn Megyeri, Istvn Hegeds, Mrk Jelasity |
| 2018 | EuroPar | Robust Decentralized Mean Estimation with Limited Communication. | Gbor Danner, Mrk Jelasity |
| 2018 | ICDCS | Token Account Algorithms: The Best of the Proactive and Reactive Worlds. | Gbor Danner, Mrk Jelasity |
| 2017 | PDP | Decentralized Management of Random Walks over a Mobile Phone Network. | rpd Berta, 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 |
| 2015 | DAIS | Fully Distributed Privacy Preserving Mini-batch Gradient Descent Learning. | Gbor Danner, Mrk Jelasity |
| 2014 | EuroPar | Spanning Tree or Gossip for Aggregation: A Comparative Study. | Lehel Nyers, Mrk Jelasity |
| 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 |
| 2011 | EuroPar | Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent. | Rbert Ormndi, Istvn Hegeds, Mrk Jelasity |
| 2011 | PDP | Modeling Unconnectable Peers in Private BitTorrent Communities. | Kornel Csernai, Mrk Jelasity, Johan A. Pouwelse, Tams Vink |
| 2011 | PDP | Modeling Network-Level Impacts of P2P Flows. | Mrk Jelasity, Vilmos Bilicki, Miklos Kasza |
| 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 |
| 2009 | EuroPar | Adaptive Peer Sampling with Newscast. | Norbert Tlgyesi, Mrk Jelasity |
| 2009 | GECCO | Distributed hyper-heuristics for real parameter optimization. | Marco Biazzini, Balzs Bnhelyi, Alberto Montresor, Mrk Jelasity |
| 2009 | SSS | Scalable P2P Overlays of Very Small Constant Degree: An Emerging Security Threat. | Mrk Jelasity, Vilmos Bilicki |
| 2008 | EuroPar | Topic 7: Peer-to-Peer Computing. | Dick H. J. Epema, Mrk Jelasity, Josep Jorba, Alberto Montresor |
| 2007 | EuroPar | Asynchronous Distributed Power Iteration with Gossip-Based Normalization. | Mrk Jelasity, Geoffrey Canright, Kenth Eng-Monsen |
| 2006 | EuroPar | Topic 15: Peer-to-Peer and Web Computing. | Henrique Joo L. Domingos, Anne-Marie Kermarrec, Pascal Felber, Mrk Jelasity |
| 2005 | EuroPar | Topic 15 - Peer-to-Peer and Web Computing. | Anne-Marie Kermarrec, Mrk Jelasity, Antony I. T. Rowstron, Henrique Joo L. Domingos |
| 2004 | DSN | Robust Aggregation Protocols for Large-Scale Overlay Networks. | Alberto Montresor, Mrk Jelasity, zalp Babaoglu |
| 2004 | ICDCS | Epidemic-Style Proactive Aggregation in Large Overlay Networks. | Mrk Jelasity, Alberto Montresor |
| 2004 | Middleware | The Peer Sampling Service: Experimental Evaluation of Unstructured Gossip-Based Implementations. | Mrk Jelasity, Rachid Guerraoui, Anne-Marie Kermarrec, Maarten van Steen |
| 2004 | PDP | An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks. | Mrk Jelasity, Wojtek Kowalczyk, Maarten van Steen |
| 2002 | CCGRID | Maintaining Connectivity in a Scalable and Robust Distributed Environment. | Mrk Jelasity, Mike Preu, Maarten van Steen, Ben Paechter |
| 2002 | CEC | A critical note on experimental research methodology in EC. | goston E. Eiben, Mrk Jelasity |
| 2002 | CEC | A scalable and robust framework for distributed applications. | Mrk Jelasity, Mike Press, Ben Paechter |
| 2002 | EuroPar | On Obtaining Global Information in a Peer-to-Peer Fully Distributed Environment (Research Note). | Mrk Jelasity, Mike Preu |
| 2002 | PPSN | A Framework for Distributed Evolutionary Algorithms. | Maribel Garca Arenas, Pierre Collet, A. E. Eiben, Mrk Jelasity, Juan Julin Merelo Guervs, Ben Paechter, Mike Preu, Marc Schoenauer |
| 2002 | PPSN | Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment. | Mrk Jelasity, Mike Preu, A. E. Eiben |
| 2000 | PPSN | Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics. | Mrk Jelasity |
| 1999 | CEC | Characterizations of trajectory structure of fitness landscapes based on pairwise transition probabilities of solutions. | Mrk Jelasity, Boglrka G.-Tth, Tams Vink |
| 1999 | GECCO | The adaptationist stance and evolutionary computation. | Mrk Jelasity |
| 1998 | PPSN | UEGO, an Abstract Niching Technique for Global Optimization. | Mrk Jelasity |
| 1997 | ILP | Learning Phonetic Rules in a Speech Recognition System. | Zoltn Alexin, Jnos Csirik, Tibor Gyimthy, Mrk Jelasity, Lszl Tth |
| 1996 | PPSN | Implicit Formae in Genetic Algorithms. | Mrk Jelasity, Jzsef Dombi |