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, César Sabater, Mohamed Maouche & Sonia Ben Mokhtar (2025). "Exposing the Vulnerability of Decentralized Learning to Membership Inference Attacks Through the Lens of Graph Mixing". MIDDLEWARE '25: Proceedings of the 26th International Middleware Conference, 19 décembre 2025, Nashville, TN (United States of America), pp. 180-194. doi : 10.1145/3721462.3770770. 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.