Rachid Guerraoui - Publications 2026

Your Neighbors Know: Leveraging Local Neighborhoods for Backdoor Detection in Decentralized Learning

S. Biswas; A. Boutet; D. Frey; R. Gaudel; R. Guerraoui et al.

2026. 40th Conference on Neural Information Processing Systems (NeurIPS 2026), Sydney, New South Wales, Australia, 2026-12-06 - 2026-12-12.

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SpectralShard: Lightweight Partitioning Under Dynamic Interaction Patterns

Y. Pang; C. Burgelin; A. Murat; R. Guerraoui

2026. 2026 IEEE 46th International Conference on Distributed Computing Systems Workshops (ICDCSW), Seoul, Korea, Republic of, 2026-06-22 - 2026-06-25. p. 202 - 207. DOI : 10.1109/icdcsw72724.2026.00049.

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Scalable Accountable Byzantine Agreement and Beyond

P. Civit; D. Collins; V. Gramoli; R. Guerraoui; J. Komatovic et al.

2026. 2026 IEEE Symposium on Security and Privacy, San Francisco, CA, USA, 2026-05-18 - 2026-05-21. p. 1215 - 1234. DOI : 10.1109/sp63933.2026.00029.

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Robust Federated Inference

A. Dhasade; S. Farhadkhani; R. Guerraoui; N. Gupta; M. Jacovella et al.

2026. 14th International Conference on Learning Representations (ICLR 2026), Rio de Janeiro, Brazil, 2026-04-23 - 2026-04-27. DOI : 10.48550/arXiv.2510.00310.

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Efficient Federated Search for Retrieval-Augmented Generation Using Lightweight Routing

A. Dhasade; R. Guerraoui; A. M. Kermarrec; D. Petrescu; R. Pires et al.

2026. 26th IFIP WG 6.1 International Conference on Distributed Applications and Interoperable Systems, Held as Part of the International Federated Conference on Distributed Computing Techniques, Urbino, Italy, 2026-06-08 - 2026-06-12. p. 3 - 20. DOI : 10.1007/978-3-032-27358-1_1.

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On the Relevance of Byzantine Robust Optimization Against Data Poisoning

S. Farhadkhani; R. Guerraoui; N. Gupta; R. Pinot

Journal of Machine Learning Research. 2026.

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