Yacine Belal
Former LIRIS member since: 2025-06-30
| Quality | PhD student |
| Team(s) | DRIM |
| Institution | Institut National des Sciences Appliquées de Lyon |
| Personal page | https://yacinebelal.github.io/ |
| Thesis | Apprentissage fédéré dans le contexte des places de marché décentralisées (click to view details) |
Publications (IdHAL : yacine-belal)
Publications LIRIS pour Yacine Belal (4)
- 2025 (2)
- Conferences (2)
- International conferences with peer review (2)
- Yacine Belal, Mohamed Maouche, Sonia Ben Mokhtar & Anthony Simonet-Boulogne (2025). "Inferring Communities of Interest in Collaborative Learning-based Recommender Systems". 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025), 23 juillet 2025, Glasgow (United Kingdom). doi : 10.1109/ICDCS63083.2025.00056. ArXiv : 2306.08929. HAL : hal-05007813.
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- Ousmane Touat, Jezekael Brunon, Yacine Belal, Julien Nicolas, Mohamed Maouche, César Sabater & Sonia Ben Mokhtar (2025). "Exposing the Vulnerability of Decentralized Learning to Membership Inference Attacks Through the Lens of Graph Mixing". 26th ACM Middleware Conference, 19 décembre 2025, Nashville, TN (United States of America). ArXiv : 2412.12837. HAL : hal-04933985. .
- 2024 (1)
- Journals (1)
- International journals with peer review (1)
- Yacine Belal, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang & Afra Mashhadi (2024). "Survey of Federated Learning Models for Spatial-Temporal Mobility Applications". ACM Transactions on Spatial Algorithms and Systems. doi : 10.1145/3666089. ArXiv : 2305.05257. HAL : hal-04613220. .
- 2022 (1)
- Journals (1)
- International journals with peer review (1)
- Yacine Belal, Aurélien Bellet, Sonia Ben Mokhtar & Vlad Nitu (2022). "PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 6, #3, pp. 1-27. doi : 10.1145/3550302. ArXiv : 2208.05320. HAL : hal-03867109.