1. Publications
  2. Publications
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Publications

Thèse

Ehsanian, Ali

Distributed optimization and machine learning for virtualized 6G wireless networks

Thesis
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Talk

Kountouris, Marios

Semantics-empowered decentralized edge intelligence

ML4NxtGNet 2024, Machine Learning for Next Generation Communication and Edge Networks, co-located with ACM MobiHoc 2024, 14 October 2024, Athens, Greece
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Talk

Zuluaga, Maria A.

La santé publique : La lutte contre les pandémies et le rôle de l’IA dans la recherche

8ème Forum franco-latino-américain de Bioéthique et d'éthique des Sciences, Association Internationale Droit, Ethique et Science et Commission Nationale Française pour l'Unesco, Invited talk, 14 October 2024, Montevideo, Uruguay
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Rapport

Wagner, Sebastian

Discussion on LP-WUS and LP-SS design

3GPP TSG, RAN1#118-bis, 14-18 October 2024, Hefei, China
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Rapport

Wagner, Sebastian

Discussion on physical layer design for ambient-IoT

3GPP TSG, RAN1#118-bis, 14-18 October 2024, Hefei, China
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Rapport

Le, Trung-Kien

Discussion on ISAC deployment scenarios and requirements

3GPP TSG, RAN1#118-bis, 14-18 October 2024, Hefei, China
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Rapport

Le, Trung-Kien

Discussion on ISAC channel modeling

3GPP TSG, RAN1#118-bis, 14-18 October 2024, Hefei, China
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Conférence

Adra, Mira; Dugelay, Jean-Luc; Ichard, Cécile

A comparative study: Error analysis and model efficiency in event-based action recognition

IPTA 2024, 13th International Conference on Image Processing Theory, Tools and Applications, 14-17 October 2024, Rabat, Morocco
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Conférence

Faonio, Antonio; Fiore, Dario; Russo, Luigi

Real-world Universal zkSNARKs are non-malleable

CCS 2024, 31st ACM Conference on Computer and Communications Security, 14-18 October 2024, Salt Lake City, USA
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Conférence

Taiello, Riccardo; Sergen, Cansiz; Vesin, Marc; Cremonesi, Francesco; Innocenti, Lucia; Önen, Melek; Lorenzi, Marco

Enhancing privacy in federated learning: Secure aggregation for real-world healthcare applications

DECAF 2024, 5th MICCAI Workshop on Distributed, Collaborative and Federated Learning, in conjunction with MICCAI 2024, 10 October 2024, Marrakech, Morocco
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ARXIV
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Journal

Alam, Henri; de Domenico, Antonio; López-Pérez, David; Kaltenberger, Florian

Optimizing integrated terrestrial and non-terrestrial networks performance with traffic-aware resource management

Submitted to IEEE Transactions on Wireless Communications, October 2024
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ARXIV
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Talk

Gesbert, David

Learning and sensing in the sky with UAV-aided 6G networks

LCN 2024, Keynote talk at 49th IEEE Conference on Local Computer Networks, October 8-10, 2024, Caen, France
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Poster / Demo

Tellini, Nicolò; De Chiara, Matteo; Mozzachiodi, Simone; Carlea, Federica; Llored, Agnes; Vischioni, Chiara; Tattini, Lorenzo; et al.

Continental scale variation of saccharomyces yeasts

EMBO Workshop, Molecular mechanisms in evolution and ecology, 8-11 October 2024, Heidelberg, Germany (also Virtual Event)

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Journal

Guzzi, Lisa; Zuluaga, Maria A.; Lareyre, Fabien et al.

SoftMorph: Differentiable probabilistic morphological operators for image analysis

Submitted to TechRxiv, 8 October 2024
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Journal

Sacchetti, Tommaso; Bognar, Marton; De Meulemeester, Jesse; Gierlichs, Benedikt; Piessens, Frank; Bezsmertnyi, Volodymyr; Molteni, Maria Chiara; Cristalli, Stefano; Gringiani, Arianna; Thomas, Olivier; Antonioli, Daniele

AttackDefense framework (ADF): Enhancing IoT devices and lifecycles threat modeling

ACM Transactions on Embedded Computing Systems, Vol. 1, No. 1, October 2024
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Journal

Hang, Ching-Nam; Yu, Pei-Duo; Morabito, Roberto; Tan, Chee-Wei

Large language models meet next-generation networking technologies: A review

Future Internet, Vol. 16, N°10, 7 October 2024
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Journal

Magner, Abram; Padakandla, Arun

Fat shattering, joint measurability, and PAC learnability of POVM hypothesis classes

Quantum Information Processing, Volume 23, article number 337, 7 October 2024
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Conférence

Septiers, Valentin; Sosa-Marrero, Carlos; de Crevoisier, Renaud; Briens, Aurélien; Chourak, Hilda; Zuluaga, Maria A.; Acosta, Oscar

Improved prediction of recurrence after prostate cancer radiotherapy using multimodal data and in silico simulations

MICCAI 2024, 3rd MICCAI Workshop on Cancer Prevention, detection, and intervenTion (CaPTion), 6 October 2024, Marrakesh, Morocco / Also published in Lecture Notes in Computer Science (LNCS), Vol. 15199
Best Poster Award
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Conférence

Chaptoukaev, Hava; Marcianó, Vincenzo; Galati, Francesco; Zuluaga, Maria A.

HyperMM : Robust multimodal learning with varying-sized inputs

MMMI 2024, 5th International Workshop on Multiscale and Multimodal Medical Imaging (MMMI/ML4MHD), In conjunction with 27th Medical Image Computing and Computer-Assisted Intervention Conference (MICCAI), 6-10 October 2024, Marrakesh, Morocco
Best Presentation Award
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Conférence

Galati, Francesco; Cortese, Rosa; Prados, Ferran; Lorenzi, Marco; Zuluaga, Maria A.

Federated multi-centric image segmentation with uneven label distribution

MICCAI 2024, 27th International Conference on Medical Image Computing and Computer Assisted Intervention, 6-10 October 2024, Marrakesh, Morocco / Also in LNCS, Vol. 15010, Springer
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