Distributed Learning with Memory: Optimizing Model Usage Across Training Tasks | MedComNet 2024 | | 11 Jun 2024 | | - Francesco Malandrino
- Carla Fabiana Chiasserini
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On scaling latency-aware MAC communication protocols with a hierarchical network topology | IEEE International Conference on Communications 2024 | Denver, Colorado, USA | 09 Jun 2024 | | - Septimia Sarbu
- Mateus Pontes Mota
- Mehdi Bennis
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Intent Profiling and Translation Through Emergent Communication | ICC2024 | Denver, Colorado, USA | 09 Jun 2024 | | - Salwa Mostafa
- Mehdi Bennis
- Mohammed S. Elbamby
- Mohamed K. Abdel-Aziz
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Cluster-then-Match: Efficient Management of Human-Centric, Cell-Less 6G Networks | IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) | Boston, Massachusetts, USA | 04 Jun 2024 | | - Francesco Malandrino
- Emma Chiaramello
- Carla Fabiana Chiasserini
- Alessandro Nordio
- Marta Parazzini
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CENTRIC Flyer | CENTRIC Flyer | | 22 May 2024 | | |
EMF-Aware Power Control for Massive MIMO: Cell-Free versus Cellular Networks | 2024 IEEE Wireless Communications and Networking Conference (WCNC) | Dubai, United Arab Emirates | 21 Apr 2024 | | - Sergi Liesegang
- Stefano Buzzi
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Deep Learning Based Adaptive Joint mmWave Beam Alignment | 2024 IEEE Wireless Communications and Networking Conference (WCNC) | Dubai, United Arab Emirates | 21 Apr 2024 | | |
Unsupervised Graph-based Learning Method for Sub-band Allocation in 6G Subnetworks | 2024 IEEE Wireless Communications and Networking Conference (WCNC) | Dubai, United Arab Emirates | 21 Apr 2024 | | - Daniel Abode
- Ramoni Adeogun
- Lou Salaun
- Renato Abreu
- Thomas Jacobsen
- Gilberto Berardinelli
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Comparative Analysis of Sub-band Allocation Algorithms in In-body Sub-networks Supporting XR Applications | IEEE Wireless Communications and Networking Conferencerence (WCNC) | Dubai, United Arab Emirates | 21 Apr 2024 | | - Saeed Bagherinejed
- Thomas Jacobsen
- Nuno K Pratas
- Ramoni Adeogun
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Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR | https://arxiv.org/ | | 01 Apr 2024 | | - Salwa Mostafa
- Mateus Pontes Mota
- Alvaro Valcarce Rial
- Mehdi Bennis
|
Intent Profiling and Translation Through Emergent Communication | Nokia Presentation | | 01 Apr 2024 | | - Salwa Mostafa
- Mateus Pontes Mota
- Alvaro Valcarce Rial
- Mehdi Bennis
|
The CENTRIC Project Vision on Sustainable AI-native Air-interface for 6G Networks | The CENTRIC Project Vision on Sustainable AI-native Air-interface for 6G Networks | | 27 Feb 2024 | | - Ramoni Adeogun
- Halid Hrasnica
- Carles Navarro Manchon
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META-LEARNING FOR BEAM PREDICTION | META-LEARNING FOR BEAM PREDICTION | | 23 Feb 2024 | | - Amir Ahmadian Tehrani
- Sajad Rezaie
- Keeth Jayasignhe
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Eavesdropping with Intelligent Reflective Surfaces: Near-Optimal Configuration Cycling | Elsevier Computer Networks | | 22 Feb 2024 | | - Francesco Malandrino
- Alessandro Nordio
- Carla Fabiana Chiasserini
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Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems | IEEE INFOCOM 2024 | Vancouver, Canada | 11 Jan 2024 | | - Carla Fabiana Chiasserini
- Francesco Malandrino
- Marco Levorato
- Chetna Singhal
- Yashuo Wu
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MERGE: Meta Reinforcement Learning for Tunable RL Agents at the Edge | IEEE Globecom 2023 | Kuala Lumpur, Malaysia | 05 Dec 2023 | - Conference contribution
- Proceeding
| - Carla Fabiana Chiasserini
- Sharda Tripathi
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Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things | 2023 IEEE Global Communications Conference: IoT and Sensor Networks. | Kuala Lumpur, Malaysia | 04 Dec 2023 | | - Salwa Mostafa
- Mateus Pontes Mota
- Alvaro Valcarce Rial
- Mehdi Bennis
|
A Neural Receiver for 5G NR Multi-user MIMO | IEEE Globecom 2023 | Kuala Lumpur, Malaysia | 04 Dec 2023 | | - Sebastian Cammerer
- Jakob Hoydis
- Faycal Ait Aoudia
- Alex Keller
- Andreas Oeldemann
- Andreas Roessler
- Timo Mayer
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Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling | IEEE Globecom 2023 | Kuala Lumpur, Malaysia | 04 Dec 2023 | | - Jakob Hoydis
- Faycal Ait Aoudia
- Sebastian Cammerer
- Merlin Nimier-David
- Nikolaus Binder
- Guillermo Marcus
- Alex Keller
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Differentiable Ray Tracing for Digital Twin Networks | 2023 IEEE Global Communications Conference | Kuala Lumpur, Malaysia | 04 Dec 2023 | | - Jakob Hoydis
- Faycal Ait Aoudia
- Sebastian Cammerer
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Semantics and Logical Communication and Control Co-design for Correlated Dynamical Systems | IEEE Internet of Things Journal (IoT-J) | | 28 Nov 2023 | | - Abanoub M. Girgis
- Hyowoon Seo
- Jihong Park
- Mehdi Bennis
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APPARATUSES AND METHODS FOR SPATIAL BEAM PREDICTION WITH MULTIPLE ASSISTANCE INFORMATION | PCT Application | | 14 Nov 2023 | | - Amir Ahmadian Tehrani
- Sajad Rezaie
- Keeth Jayasignhe
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A method for Remote Monitoring and Controlling for Multi-agent Control Systems | IPR | | 06 Nov 2023 | | - Abanoub M. Girgis
- Mehdi Bennis
|
AI/ML towards 6G: End-to-End Learning of Neural Receivers & Custom Constellations for Pilotless Communication | Brooklyn 6G Summit | Ney York, US | 31 Oct 2023 | | - Sebastian Cammerer
- Faycal Ait Aoudia
- Jakob Hoydis
- Andreas Oeldemann
- Andreas Roessler
- Timo Mayer
- Alex Keller
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Methods for Multi-TRP CSI Compression using two sided CSI AI/ML models
| US Application | | 23 Oct 2023 | | - Ahmet Serdar Tan
- Anouar Yatribi
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Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training | IEEE/ACM Transactions on Networking | | 16 Oct 2023 | | - Carla Fabiana Chiasserini
- Francesco Malandrino
- Giuseppe Di Giacomo
- Marco Levorato
- Armin Karamaza
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METHOD AND SIGNALING FOR ENCODING THE DOWNLINK CONTROL INFORMATION (DCI) MESSAGE IN 6G RADIO ACCESS NETWORKS | WO, PCT Application | | 25 Sep 2023 | | - Liu, Bryan
- Koteshwar Srinath, Pavan
- Tung, Tze-Yang
- Alvaro Valcarce Rial
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Booth rollup featuring CENTRIC & 6G-BRAINS research topics | FOKUS FUSECO Forum 2023 | Berlin, Germany | 14 Sep 2023 | - Exhibition / demo / booth
| - Anastatius Gavras
- Audrey Bienvenu
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Result Highlights of Early 6G Enablers | FOKUS FUSECO Forum 2023 | Berlin, Germany | 14 Sep 2023 | | - Anastatius Gavras
- Audrey Bienvenu
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NW-FIRST SEPARATE SEQUENTIAL TRAINING WITH RAW DATASET SHARING SCHEME FOR AI/ML ENABLED CSI COMPRESSION | US Application | | 18 Aug 2023 | | - Jee Hyun Kim
- Amir Ahmadian Tehrani
- Aakash Saini
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Dynamic Beam Indication for Predicted Beams
| US Application | | 07 Aug 2023 | | |
Methods for monitoring the performance of UE-side AI/ML models
| US Application | | 07 Aug 2023 | | |
The Role of AI on 6G MAC | The Role of AI on 6G MAC | | 18 Jul 2023 | | - Alvaro Valcarce Rial
- Petteri Kela
- Silvio Mandelli
- Harish Viswanathan
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Methods for Differential CSI Compression using two sided CSI AI/ML models
| US Application | | 05 Jul 2023 | | |
Methods for Learning-based UE Sensing for Beam Alignment
| EP Application | | 23 Jun 2023 | | - Ahmet Serdar Tan
- Alain Mourad
- Arman Shojaeifard
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Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management | IEEE Transactions on Cognitive Communications and Networking | | 19 Jun 2023 | | - Yunchuan Zhang
- Osvaldo Simeone
- Sharu Theresa Jose
- Lorenzo Maggi
- Alvaro Valcarce Rial
|
Cooperative Navigation via Relational Graphs and State Abstraction | IEEE Networking Letters | | 06 Jun 2023 | | - Salwa Mostafa
- Mehdi Bennis
- Mohamed K. Abdel-Aziz
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A Method for Mapping Differentiated Application Requirements to Network Slices | IPR | | 01 Jun 2023 | | - Salwa Mostafa
- Mehdi Bennis
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Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers | IEEE International Conference on Communications 2023 | Rome, Italy | 28 May 2023 | | |
DIN: A decentralized inexact Newton algorithm for consensus optimization | ICC2023 | Rome, Italy | 28 May 2023 | | - Abdulmomen Ghalkha
- Chaouki Ben Issaid
- Anis Elgabli
- Mehdi Bennis
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Matching DNN Compression and Cooperative Training with Resources and Data Availability | IEEE International Conference on Computer Communications (IEEE INFOCOM 2023) | New York area, USA | 16 May 2023 | | - Carla Fabiana Chiasserini
- Francesco Malandrino
- Giuseppe Di Giacomo
- Marco Levorato
- Armin Karamaza
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EMF Exposure Mitigation in RIS-Assisted Multi-Beam Communications | 2023 IEEE Global Communications Conference | Kuala Lumpur, Malaysia | 10 May 2023 | - Conference contribution
- Proceeding
| - Cristian J. Vaca-Rubio
- Hernan L. dos Santos
- Radoslaw Kotaba
- Yi Song
- Taufik Abrão
- Petar Popovski
|
DEVICE AGNOSTIC MACHINE LEARNING-BASED SPATIAL BEAM SELECTION FRAMEWORK | PCT Application | | 09 May 2023 | | - Amir Ahmadian Tehrani
- Sajad Rezaie
- Keeth Jayasignhe
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Robust PACm: Training Ensemble Models Under Misspecification and Outliers | IEEE International Conference on Computer Communications (IEEE INFOCOM 2023) | Rome, Italy | 23 Apr 2023 | | - Osvaldo Simeone
- Matteo Zecchin
- Sangwoo Park
- Marios Kountouris
- David Gesbert
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Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction | IEEE Signal Processing Letters, vol. 30 | | 05 Apr 2023 | | |
Information Bottleneck-Inspired Type Based Multiple Access for Remote Estimation in IoT Systems | IEEE Signal Processing Letters, vol. 30 | | 01 Apr 2023 | | |
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning | WCNC2023 | Glasgow, Scotland, UK | 26 Mar 2023 | | - Mounssif Krouka
- Anis Elgabli
- Chaouki Ben Issaid
- Mehdi Bennis
|
Methods and Procedures for Online Training and Selection of Neural Belief Propagation Decoders
| US Application | | 27 Feb 2023 | | - Ahmet Serdar Tan
- Anouar Yatribi
- Arman Shojaeifard
|
AI/ML-based Neural Receiver for 5G NR PUSCH Multi-User MIMO | Mobile World Congress (MWC) | Barcelona, Spain | 27 Feb 2023 | - Exhibition / demo / booth
| - Sebastian Cammerer
- Faycal Ait Aoudia
- Jakob Hoydis
- Andreas Oeldemann
- Andreas Roessler
- Timo Mayer
- Alex Keller
|
Methods for enhancements of HARQ downlink for provisioning services with different reliability and latency
| US Application | | 14 Feb 2023 | | - Ognen Ognenoski
- Filipe Conceicao
- Alain Mourad
|
OnRMap: An Online Radio Mapping Approach for Large Intelligent Surfaces | IEEE International Conference on Communications 2023: Workshop on Near-Field Localization and Communication for 6G | Rome, Italy | 06 Feb 2023 | - Conference contribution
- Proceeding
| - Cristian J. Vaca-Rubio
- Hernan L. dos Santos
- Victor Croisfelt
- Taufik Abrão
- Petar Popovski
|
Open-source github repository of protocol learning challenges | Open-source software | | 01 Jan 2023 | | |