Márk Jelasity

Most-cited papers

PeerSim: A scalable P2P simulator
A. Montresor, Márk Jelasity
20092009 IEEE Ninth International Conference on Peer-to-Peer Computing667 citations
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Gossip-based peer sampling
Márk Jelasity, Spyros Voulgaris, R. Guerraoui, A. Kermarrec +1 more
2007TOCS606 citations Open access
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Gossip Learning as a Decentralized Alternative to Federated Learning
I. Hegedüs, Gábor Danner, Márk Jelasity
2019IFIP International Conference on Distributed Applications and Interoperable Systems278 citations Open access
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An integrated approach to characterize genetic interaction networks in yeast metabolism
Balázs Szappanos, K. Kovács, Béla Szamecz, Frantisek Honti +11 more
2011Nature Genetics220 citations Open access
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Gossip learning with linear models on fully distributed data
Róbert Ormándi, I. Hegedüs, Márk Jelasity
2011Concurrency and Computation201 citations Open access
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Decentralized learning works: An empirical comparison of gossip learning and federated learning
I. Hegedüs, Gábor Danner, Márk Jelasity
2021J. Parallel Distributed Comput.200 citations Open access
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' s personal copy T-MAN : Gossip-based fast overlay topology construction q
Márk Jelasity, A. Montresor, O. Babaoglu
2009154 citations
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Gossip-based distributed stochastic bandit algorithms
Balázs Szörényi, R. Busa-Fekete, I. Hegedüs, Róbert Ormándi +2 more
2013International Conference on Machine Learning127 citations
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JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning
Fatemeh Rahimian, A. H. Payberah, Sarunas Girdzijauskas, Márk Jelasity +1 more
2013IEEE International Conference on Self-Adaptive and Self-Organizing Systems107 citations Open access
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T-Man: Gossip-based fast overlay topology construction
Márk Jelasity, A. Montresor, O. Babaoglu
2009Comput. Networks101 citations Open access
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Ordered Slicing of Very Large-Scale Overlay Networks
Márk Jelasity, A. Kermarrec
2006International Conference on Peer-to-Peer Computing84 citations Open access
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Firefly-inspired Heartbeat Synchronization in Overlay Networks
O. Babaoglu, Toni Binci, Márk Jelasity, A. Montresor
2007IEEE International Conference on Self-Adaptive and Self-Organizing Systems78 citations Open access
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Towards a global participatory platform
S. B. Shum, K. Aberer, A. Schmidt, S. Bishop +16 more
2012The European Physical Journal Special Topics58 citations Open access
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Decentralized Recommendation Based on Matrix Factorization: A Comparison of Gossip and Federated Learning
I. Hegedüs, Gábor Danner, Márk Jelasity
2019PKDD/ECML Workshops54 citations Open access
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Adaptive Peer Sampling with Newscast
Norbert Tölgyesi, Márk Jelasity
2009European Conference on Parallel Processing51 citations Open access
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Towards Automated Detection of Peer-to-Peer Botnets: On the Limits of Local Approaches
Márk Jelasity, V. Bilicki
2009USENIX Workshop on Large-Scale Exploits and Emergent Threats43 citations
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A Distributed Algorithm for Large-Scale Graph Partitioning
Fatemeh Rahimian, A. H. Payberah, Sarunas Girdzijauskas, Márk Jelasity +1 more
2015ACM Transactions on Autonomous and Adaptive Systems42 citations Open access
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Fully Distributed Privacy Preserving Mini-batch Gradient Descent Learning
Gábor Danner, Márk Jelasity
2015IFIP International Conference on Distributed Applications and Interoperable Systems42 citations Open access
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Robust Decentralized Low-Rank Matrix Decomposition
I. Hegedüs, Árpád Berta, Levente Kocsis, A. Benczúr +1 more
2016ACM Transactions on Intelligent Systems and Technology33 citations Open access
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Integrated Project Member of the FET Proactive Initiative Complex Systems DELIS-TR-628 Asynchronous Distributed Power Iteration with Gossip-based Normalization
Márk Jelasity, G. Canright, Kenth Engø-Monsen
200832 citations
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Building a Secure and Privacy-Preserving Smart Grid
Ken Birman, Márk Jelasity, Robert D. Kleinberg, E. Tremel
2015OPSR29 citations Open access
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Fooling a Complete Neural Network Verifier
Dániel Zombori, B. Bánhelyi, T. Csendes, István Megyeri +1 more
2021International Conference on Learning Representations25 citations
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Distributional differential privacy for large-scale smart metering
Márk Jelasity, K. Birman
2014Information Hiding and Multimedia Security Workshop25 citations Open access
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Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent
Róbert Ormándi, I. Hegedüs, Márk Jelasity
2011European Conference on Parallel Processing25 citations Open access
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Exploring the interdisciplinary connections of gossip-based systems
Paolo Costa, Vincent Gramoli, Márk Jelasity, G. P. Jesi +3 more
2007OPSR25 citations Open access
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Distributed hyper-heuristics for real parameter optimization
M. Biazzini, B. Bánhelyi, A. Montresor, Márk Jelasity
2009Annual Conference on Genetic and Evolutionary Computation24 citations Open access
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Self-* properties through gossiping
O. Babaoglu, Márk Jelasity
2008Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences21 citations Open access
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Overlay Management for Fully Distributed User-Based Collaborative Filtering
Róbert Ormándi, I. Hegedüs, Márk Jelasity
2010European Conference on Parallel Processing20 citations Open access
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Defining and understanding smartphone churn over the internet: A measurement study
Árpád Berta, V. Bilicki, Márk Jelasity
201414-th IEEE International Conference on Peer-to-Peer Computing19 citations Open access
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Through the wormhole: Low cost, fresh peer sampling for the Internet
Roberto Roverso, J. Dowling, Márk Jelasity
2013IEEE P2P 2013 Proceedings19 citations Open access
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Decentralized Ranking in Large-Scale Overlay Networks
A. Montresor, Márk Jelasity, O. Babaoglu
20082008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops18 citations Open access
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Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarms
B. Bánhelyi, M. Biazzini, A. Montresor, Márk Jelasity
2009EvoWorkshops15 citations Open access
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Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation
Gábor Danner, Árpád Berta, I. Hegedüs, Márk Jelasity
2018Secur. Commun. Networks14 citations Open access
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When World Models Dream Wrong: Physical-Conditioned Adversarial Attacks against World Models
Zhixiang Guo, Si-Yuan Liang, Andr'as Balogh, Noah Lunberry +3 more
2026arXiv.org13 citations
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Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study
I. Hegedüs, Márk Jelasity
2016International Euromicro Conference on Parallel, Distributed and Network-Based Processing13 citations Open access
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Gossip-Based Learning under Drifting Concepts in Fully Distributed Networks
I. Hegedüs, Róbert Ormándi, Márk Jelasity
20122012 IEEE Sixth International Conference on Self-Adaptive and Self-Organizing Systems13 citations Open access
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Fully distributed robust singular value decomposition
I. Hegedüs, Márk Jelasity, Levente Kocsis, A. Benczúr
201414-th IEEE International Conference on Peer-to-Peer Computing12 citations Open access
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No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks
A. Szasz, B. Bánhelyi, Márk Jelasity
2025International Conference on Machine Learning10 citations
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A comparative study of spanning tree and gossip protocols for aggregation
L. Nyers, Márk Jelasity
2015Concurrency and Computation9 citations Open access
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Towards Inferring Ratings from User Behavior in BitTorrent Communities
Róbert Ormándi, I. Hegedüs, Kornel Csernai, Márk Jelasity
20102010 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises9 citations Open access
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Token Account Algorithms: The Best of the Proactive and Reactive Worlds
Gábor Danner, Márk Jelasity
2018IEEE International Conference on Distributed Computing Systems8 citations Open access
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Robust Decentralized Differentially Private Stochastic Gradient Descent
I. Hegedüs, Árpád Berta, Márk Jelasity
2016J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.8 citations
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Dimension Reduction Methods for Collaborative Mobile Gossip Learning
Árpád Berta, I. Hegedüs, Márk Jelasity
2016International Euromicro Conference on Parallel, Distributed and Network-Based Processing8 citations Open access
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Efficient P2P Ensemble Learning with Linear Models on Fully Distributed Data
Róbert Ormándi, I. Hegedüs, Márk Jelasity
2011arXiv.org8 citations
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WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents
Zhixiang Guo, Si-Yuan Liang, Shi Fu, Chenghua Guo +3 more
2026arXiv.org7 citations
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Massively Distributed Concept Drift Handling in Large Networks
I. Hegedüs, Róbert Ormándi, Márk Jelasity
2013Advances in Complex Systems7 citations Open access
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Gossip-based Protocols for Large-scale Distributed Systems = Pletyka protokollok nagyméretű elosztott rendszerekben
Márk Jelasity
20137 citations
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Stunner: A Smart Phone Trace for Developing Decentralized Edge Systems
Zoltán Szabó, K. Téglás, Árpád Berta, Márk Jelasity +1 more
2019IFIP International Conference on Distributed Applications and Interoperable Systems6 citations Open access
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Robust Decentralized Mean Estimation with Limited Communication
Gábor Danner, Márk Jelasity
2018European Conference on Parallel Processing6 citations Open access
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Researcher affiliation extraction from homepages
István T. Nagy, R. Farkas, Márk Jelasity
20096 citations Open access
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