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06/20/2023
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework
Semantic-aware communication is a novel paradigm that draws inspiration ...
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02/01/2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
With the rising demand for wireless services and increased awareness of ...
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02/08/2022
Rate-Distortion Theory for Strategic Semantic Communication
This paper analyzes the fundamental limit of the strategic semantic comm...
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02/04/2022
Life-long Learning for Reasoning-based Semantic Communication
Semantic communication is an emerging paradigm that focuses on understan...
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02/04/2022
Reasoning on the Air: An Implicit Semantic Communication Architecture
Semantic communication is a novel communication paradigm which draws ins...
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04/21/2021
Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks
With the fast growing demand on new services and applications as well as...
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03/13/2021
Spatio-temporal Modeling for Large-scale Vehicular Networks Using Graph Convolutional Networks
The effective deployment of connected vehicular networks is contingent u...
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12/31/2020
From Semantic Communication to Semantic-aware Networking: Model, Architecture, and Open Problems
Existing communication systems are mainly built based on Shannon's infor...
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11/25/2020
Optimizing Resource-Efficiency for Federated Edge Intelligence in IoT Networks
This paper studies an edge intelligence-based IoT network in which a set...
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10/01/2020
Towards Self-learning Edge Intelligence in 6G
Edge intelligence, also called edge-native artificial intelligence (AI),...
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03/16/2020
A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network
Spatio-temporal modeling of wireless access latency is of great importan...
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02/06/2020
Capacity-Aware Edge Caching in Fog Computing Networks
This paper studies edge caching in fog computing networks, where a capac...
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02/06/2020
Federated Orchestration for Network Slicing of Bandwidth and Computational Resource
Network slicing has been considered as one of the key enablers for 5G to...
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02/04/2020