Personal profile
Personal profile
Noël Crespi, professor, holds a Master’s from the Universities of Orsay and Kent, a diplome d’ingénieur from Telecom Paris, a Ph.D and an Habilitation from Sorbonne University. From 1993 he worked at CLIP, Bouygues Telecom and then France Telecom R&D. He joined Nortel Networks as Telephony Program manager. He joined Institut Mines-Telecom, Institut Polytechnique de Paris in 2002 and is currently professor and Program Director, leading the Data Intelligence and Communication Engineering Lab.
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Collaborations and top research areas from the last five years
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A Survey on Trustworthy Systems in ChatGPT-Like Large-Scale Generative AI Models: Security, Interpretability, Reliability, and Privacy Considerations
Li, D., Li, H., Li, J., Crespi, N., Minerva, R., Li, K. C., Hu, L. & Shao, W., 1 Jan 2026, Blockchain and Trustworthy Systems - 7th International Conference on Blockchain, Artificial Intelligence, and Trustworthy Systems, BlockSys 2025, Revised Selected Papers. Chen, J., Luo, X. & Yu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 249-260 12 p. (Communications in Computer and Information Science; vol. 2639 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Distributed Time-Slotted Channel Hopping in IoT Networks Using Multi-Agent Bernoulli Bandits
Dutta, H., Crespi, N. & Bhuyan, A. K., 1 Jan 2026, In: IEEE Transactions on Cognitive Communications and Networking. 12, p. 88-101 14 p.Research output: Contribution to journal › Article › peer-review
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Preface
Wang, X., Jiang, X., Crespi, N. & Ye, B., 1 Jan 2026, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 16306 LNCS, p. v-viResearch output: Contribution to journal › Editorial
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Preface
Wang, X., Jiang, X., Crespi, N. & Ye, B., 1 Jan 2026, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 16305 LNCS, p. viResearch output: Contribution to journal › Editorial
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Privacy-Preserving Fine-Grained EMR Access Control for IoMT: A Hybrid RBAC-Smart Contract Scheme With Attribute-Based Authorization
Li, H., Li, D., Lv, G., Crespi, N., Minerva, R., Shao, W., Zhang, Z. & Xia, Q., 1 Jan 2026, In: IEEE Internet of Things Journal. 13, 2, p. 2970-2987 18 p.Research output: Contribution to journal › Article › peer-review
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A comprehensive survey of Network Digital Twin architecture, capabilities, challenges, and requirements for Edge–Cloud Continuum
Raza, S. M., Minerva, R., Crespi, N., Alvi, M., Herath, M. & Dutta, H., 15 Apr 2025, In: Computer Communications. 236, 108144.Research output: Contribution to journal › Review article › peer-review
Open Access -
Addressing data scarcity in multilingual fake news detection: an LLM-based dataset augmentation approach
Chalehchaleh, R., Farahbakhsh, R. & Crespi, N., 1 Dec 2025, In: Social Network Analysis and Mining. 15, 1, 92.Research output: Contribution to journal › Article › peer-review
Open Access -
A Distributed Personalized Federated Learning Method based on Siamese Neural Networks
Yan, K., Chen, Y., Fang, X., Bian, G. & Crespi, N., 1 Jan 2025, 21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025. Institute of Electrical and Electronics Engineers Inc., p. 343-348 6 p. (21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition
Li, G., Arase, Y. & Crespi, N., 1 Jan 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 492-507 16 p. (Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies: Long Papers, NAACL-HLT 2025; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
An AI-Driven, Scalable, and Modular Digital Twin Framework for Traffic Management
Herath, M., Dutta, H., Minerva, R., Crespi, N., Alvi, M. & Raza, S. M., 1 Jan 2025, 2025 IEEE Wireless Communications and Networking Conference, WCNC 2025. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review