| Performance Evaluation of AI-enabled Refined Beam Prediction with Wide Beam Measurements | IEEE CSCN 2024 | Belgrade, Serbia | 25 Nov 2024 | - Amir Ahmadian Tehrani
- Aakash Saini
| |
| A Lossless Compression Technique for the Downlink Control Information Message | 024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) | Lucca, Italy | 10 Sep 2024 | - Liu, Bryan
- Alvaro Valcarce Rial
- Koteshwar Srinath, Pavan
| |
| A Lossless Compression Technique for the Downlink Control Information Message | 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) | | 10 Sep 2024 | - Liu, Bryan
- Alvaro Valcarce Rial
- Koteshwar Srinath, Pavan
| |
| Federated Multi-Agent DRL for Radio Resource Management in Industrial 6G in-X subnetworks
| IEEE International Symposium on Personal, Indoor and Mobile Radio Communications | Valencia, Spain | 02 Sep 2024 | - Bjarke Madsen
- Ramoni Adeogun
| - Conference contribution
- Workshop
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| OffloaDNN: Shaping DNNs for Scalable Offloading of Computer Vision Tasks at the Edge | 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS) | Jersey City, New Jersey, USA | 23 Jul 2024 | - Carla Fabiana Chiasserini
- Puligheddu Corrado
- Nancy Varshney
- Francesco Restuccia
- Tanzil Hassan
- Jonathan Ashdown
| |
| Distributed Learning with Memory: Optimizing Model Usage Across Training Tasks | MedComNet 2024 | Nizza, France | 11 Jun 2024 | - Francesco Malandrino
- Carla Fabiana Chiasserini
| |
| Network-first Separate Training with Raw Dataset Sharing: A Training Approach for AI/ML-driven CSI Feedback | IEEE ICC 2024 | Denver, Colorado, USA | 09 Jun 2024 | - Aakash Saini
- Jee Hyun Kim
- Amir Ahmadian Tehrani
- Wolfgang Gerstacker
- Yunchou Xing
| |
| 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
| |
| 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
| |
| 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
| |
| 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
| |
| 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
| |
| 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
| |
| 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
| |
| MERGE: Meta Reinforcement Learning for Tunable RL Agents at the Edge | IEEE Globecom 2023 | Kuala Lumpur, Malaysia | 05 Dec 2023 | - Carla Fabiana Chiasserini
- Sharda Tripathi
| - Conference contribution
- Proceeding
|
| 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
| |
| 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
| |
| 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
| |
| 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
| |
| EMF Exposure Mitigation in RIS-Assisted Multi-Beam Communications | 2023 IEEE Global Communications Conference | Kuala Lumpur, Malaysia | 10 May 2023 | - Cristian J. Vaca-Rubio
- Hernan L. dos Santos
- Radoslaw Kotaba
- Yi Song
- Taufik Abrão
- Petar Popovski
| - Conference contribution
- Proceeding
|
| 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
| |
| 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
| |
| 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 | - Cristian J. Vaca-Rubio
- Hernan L. dos Santos
- Victor Croisfelt
- Taufik Abrão
- Petar Popovski
| - Conference contribution
- Proceeding
|
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