1.2k citations · 7.3k across the 281 of their papers we have counts for
23 papers · 1 filter
Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications
Christina Chaccour, Walid Saad
Achieving artificially intelligent-native wireless networks is necessary for the operation of future 6G applications such as the metaverse. Nonetheless, current communication schem…
A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks
Minsu Kim, Alexander DeRieux, Walid Saad
Split learning (SL) is an emergent distributed learning framework which can mitigate the computation and wireless communication overhead of federated learning. It splits a machine…
Satellite-based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL with Attention Approach
Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun +3
The proliferation of intelligent transportation systems (ITS) has led to increasing demand for diverse network applications. However, conventional terrestrial access networks (TANs…
Towards a Decentralized Metaverse: Synchronized Orchestration of Digital Twins and Sub-Metaverses
Omar Hashash, Christina Chaccour, Walid Saad +2
Accommodating digital twins (DTs) in the metaverse is essential to achieving digital reality. This need for integrating DTs into the metaverse while operating them at the network e…
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks
Christina Chaccour, Walid Saad, Merouane Debbah +2
Semantic communication is viewed as a revolutionary paradigm that can potentially transform how we design and operate wireless communication systems. However, despite a recent surg…
Goal-Oriented Communications for the IoT and Application to Data Compression
Chao Zhang, Hang Zou, Samson Lasaulce +3
Internet of Things (IoT) devices will play an important role in emerging applications, since their sensing, actuation, processing, and wireless communication capabilities stimulate…