Martijn de Vos

According to our database, Martijn de Vos authored at least 37 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

HarMoEny: Efficient Multi-GPU Inference of MoE Models.

Zachary Doucet, Rishi Sharma, Martijn de Vos, Rafael Pires, Anne-Marie Kermarrec, Oana Balmau

CoRR, June, 2025

Collaborative Agentic AI Needs Interoperability Across Ecosystems.

Rishi Sharma, Martijn de Vos, Pradyumna Chari, Ramesh Raskar, Anne-Marie Kermarrec

CoRR, May, 2025

Robust ML Auditing using Prior Knowledge.

Jade Garcia Bourrée, Augustin Godinot, Martijn de Vos, Milos Vujasinovic, Sayan Biswas, Gilles Trédan, Erwan Le Merrer, Anne-Marie Kermarrec

CoRR, May, 2025

Noiseless Privacy-Preserving Decentralized Learning.

Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos

Proc. Priv. Enhancing Technol., 2025

Boosting Asynchronous Decentralized Learning with Model Fragmentation.

Sayan Biswas, Anne-Marie Kermarrec, Alexis Marouani, Rafael Pires, Rishi Sharma, Martijn de Vos

Proceedings of the ACM on Web Conference 2025, 2025

Fair Decentralized Learning.

Sayan Biswas, Anne-Marie Kermarrec, Rishi Sharma, Trinca Thibaud, Martijn de Vos

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025

Efficient Federated Search for Retrieval-Augmented Generation.

Rachid Guerraoui, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

Harnessing Increased Client Participation with Cohort-Parallel Federated Learning.

Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Tuan-Anh Nguyen, Rafael Pires, Martijn de Vos

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

Practical Federated Learning without a Server.

Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse, Rishi Sharma, Martijn de Vos

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

Leveraging Approximate Caching for Faster Retrieval-Augmented Generation.

Shai Aviram Bergman, Zhang Ji, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

Accelerating MoE Model Inference with Expert Sharding.

Oana Balmau, Anne-Marie Kermarrec, Rafael Pires, André Loureiro Espírito Santo, Martijn de Vos, Milos Vujasinovic

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

2024

DeScan: Censorship-resistant indexing and search for Web3.

Martijn de Vos, Georgy Ishmaev, Johan Pouwelse

Future Gener. Comput. Syst., March, 2024

Light-HIDRA: Scalable and decentralized resource orchestration in Fog-IoT environments.

Carlos Núñez-Gómez, Martijn de Vos, Jérémie Decouchant, Johan Pouwelse, María Blanca Caminero, Carmen Carrión

Future Gener. Comput. Syst., 2024

Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes.

Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos

CoRR, 2024

Peerswap: A Peer-Sampler with Randomness Guarantees.

Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko, Rafael Pinot, Martijn de Vos

Proceedings of the 43rd International Symposium on Reliable Distributed Systems, 2024

QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation.

Akash Balasaheb Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu

Proceedings of the 25th International Middleware Conference, 2024

Energy-Aware Decentralized Learning with Intermittent Model Training.

Martijn de Vos, Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Fairness Auditing with Multi-Agent Collaboration.

Martijn de Vos, Akash Balasaheb Dhasade, Jade Garcia Bourrée, Anne-Marie Kermarrec, Erwan Le Merrer, Benoît Rottembourg, Gilles Trédan

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation.

Akash Balasaheb Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu

CoRR, 2023

MoDeST: Bridging the Gap between Federated and Decentralized Learning with Decentralized Sampling.

Martijn de Vos, Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Erick Lavoie, Johan Pouwelse

CoRR, 2023

A Deployment-First Methodology to Mechanism Design and Refinement in Distributed Systems.

Martijn de Vos, Georgy Ishmaev, Johan Pouwelse, Stefanie Roos

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication.

Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Decentralizing components of electronic markets to prevent gatekeeping and manipulation.

Martijn de Vos, Georgy Ishmaev, Johan Pouwelse

Electron. Commer. Res. Appl., 2022

Gromit: Benchmarking the Performance and Scalability of Blockchain Systems.

Bulat Nasrulin, Martijn de Vos, Georgy Ishmaev, Johan Pouwelse

CoRR, 2022

2021

XChange: A Universal Mechanism for Asset Exchange between Permissioned Blockchains.

Martijn de Vos, Can Umut Ileri, Johan Pouwelse

World Wide Web, 2021

Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments.

Joost Verbraeken, Martijn de Vos, Johan Pouwelse

CoRR, 2021

ASTANA: Practical String Deobfuscation for Android Applications Using Program Slicing.

Martijn de Vos, Johan Pouwelse

CoRR, 2021

ConTrib: Maintaining fairness in decentralized big tech alternatives by accounting work.

Martijn de Vos, Johan Pouwelse

Comput. Networks, 2021

UniCon: Universal and Scalable Infrastructure for Digital Asset Management.

Pablo Rodrigo, Johan Pouwelse, Martijn de Vos

Proceedings of the DICG@Middleware 2021: Proceedings of the 2nd International Workshop on Distributed Infrastructure for Common Good, 2021

2020

TrustChain: A Sybil-resistant scalable blockchain.

Pim Otte, Martijn de Vos, Johan Pouwelse

Future Gener. Comput. Syst., 2020

XChange: A Blockchain-based Mechanism for Generic Asset Trading In Resource-constrained Environments.

Martijn de Vos, Can Umut Ileri, Johan Pouwelse

CoRR, 2020

ConTrib: Universal and Decentralized Accounting in Shared-Resource Systems.

Martijn de Vos, Johan Pouwelse

Proceedings of the DICG@Middleware 2020, 2020

MATCH: A Decentralized Middleware for Fair Matchmaking In Peer-to-Peer Markets.

Martijn de Vos, Georgy Ishmaev, Johan Pouwelse

Proceedings of the Middleware '20: 21st International Middleware Conference, 2020

2019

DevID: Blockchain-Based Portfolios for Software Developers.

Martijn de Vos, Mitchell Olsthoorn, Johan Pouwelse

Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2019

2018

Real-time Money Routing by Trusting Strangers with your Funds.

Martijn de Vos, Johan Pouwelse

Proceedings of the 2018 IFIP Networking Conference and Workshops, 2018

2014

The fifteen year struggle of decentralizing privacy-enhancing technology.

Rolf Jagerman, Wendo Sabée, Laurens Versluis, Martijn de Vos, Johan A. Pouwelse

CoRR, 2014

2013

Paintrix: Color Up Your Life!

Dimitri Slappendel, Fanny Lie, Martijn de Vos, Alex Kopla, Rafael Bidarra

Proceedings of the Advances in Computer Entertainment - 10th International Conference, 2013