Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach

Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems

(2022) Sihua Wang et al.   IEEE Journal of Selected Topics in Signal Processing

6G networks: Beyond Shannon towards semantic and goal-oriented communications

(2021) Emilio Calvanese Strinati et al.   Computer Networks

Communication-efficient federated learning

(2021) Mingzhe Chen et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

From Semantic Communication to Semantic-Aware Networking: Model, Architecture, and Open Problems

(2021) Guangming Shi et al.   IEEE COMMUNICATIONS MAGAZINE

Semantics-Empowered Communication for Networked Intelligent Systems

(2021) Marios Kountouris et al.   IEEE COMMUNICATIONS MAGAZINE

Semantic Communication Systems for Speech Transmission

(2021) Zhenzi Weng et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach

(2021) Waleed Ahsan et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Joint Resource, Trajectory, and Artificial Noise Optimization in Secure Driven 3-D UAVs With NOMA and Imperfect CSI

(2021) Yabo Li et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks

(2021) Ye Hu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

(2021) Shaoxiong Ji et al.   IEEE Transactions on Neural Networks and Learning Systems

A Lite Distributed Semantic Communication System for Internet of Things

(2020) Huiqiang Xie et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

(2020) Mingzhe Chen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications

(2019) Omid Semiari et al.   IEEE WIRELESS COMMUNICATIONS

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems

(2019) Walid Saad et al.   IEEE NETWORK