2025
Attention-Based UAV Trajectory Optimization for Wireless Power Transfer-Assisted IoT Systems.
IEEE Trans. Ind. Electron., August, 2025

Visual Language Model-Based Cross-Modal Semantic Communication Systems.
IEEE Trans. Wirel. Commun., May, 2025

From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications.
CoRR, May, 2025

A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges.
CoRR, May, 2025

LAMBO: Large AI Model Empowered Edge Intelligence.
IEEE Commun. Mag., April, 2025

SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework.
CoRR, March, 2025

Deep Progressive Reinforcement Learning-Based Flexible Resource Scheduling Framework for IRS and UAV-Assisted MEC System.
IEEE Trans. Neural Networks Learn. Syst., February, 2025

CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model.
CoRR, February, 2025

Lightweight Vision Model-based Multi-user Semantic Communication Systems.
CoRR, February, 2025

M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System.
CoRR, February, 2025

Large AI Model Empowered Multimodal Semantic Communications.
IEEE Commun. Mag., January, 2025

2024
Large Language Model Enhanced Multi-Agent Systems for 6G Communications.
IEEE Wirel. Commun., December, 2024

Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance.
IEEE Trans. Ind. Informatics, December, 2024

Dynamic Client Scheduling Enhanced Federated Learning for UAVs.
IEEE Wirel. Commun. Lett., July, 2024

Large AI Model-Based Semantic Communications.
IEEE Wirel. Commun., June, 2024

Large Generative Model-assisted Talking-face Semantic Communication System.
CoRR, 2024

GAI-Enabled Explainable Personalized Federated Semi-Supervised Learning.
CoRR, 2024

Personalized Federated Learning for Generative AI-Assisted Semantic Communications.
CoRR, 2024

Personalized Wireless Federated Learning for Large Language Models.
CoRR, 2024

Large Generative Model Assisted 3D Semantic Communication.
CoRR, 2024

A Spiking Reinforcement Trajectory Planning for UAV-Assisted MEC Systems.
IEEE Access, 2024

2023
MARS: A DRL-Based Multi-Task Resource Scheduling Framework for UAV With IRS-Assisted Mobile Edge Computing System.
IEEE Trans. Cloud Comput., 2023

LAMBO: Large Language Model Empowered Edge Intelligence.
CoRR, 2023

2022
Designing a Mixed Multilayer Wavelet Neural Network for Solving ERI Inversion Problem With Massive Amounts of Data: A Hybrid STGWO-GD Learning Approach.
IEEE Trans. Cybern., 2022

Fuzzy deep wavelet neural network with hybrid learning algorithm: Application to electrical resistivity imaging inversion.
Knowl. Based Syst., 2022

Distributed Resource Scheduling for Large-Scale MEC Systems: A Multiagent Ensemble Deep Reinforcement Learning With Imitation Acceleration.
IEEE Internet Things J., 2022

Joint Optimization of Deployment and Trajectory in UAV and IRS-Assisted IoT Data Collection System.
IEEE Internet Things J., 2022

IRI: An intelligent resistivity inversion framework based on fuzzy wavelet neural network.
Expert Syst. Appl., 2022

Application of C1DAE-ANIL in End-to-End Communication of IRS-Assisted UAV System.
IEEE Access, 2022

2021
AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment: Challenges and Solutions.
IEEE Netw., 2021

2020
Electrical Resistivity Inversion Based on a Hybrid CCSFLA-MSVR Method.
Neural Process. Lett., 2020

Deep-Learning-Based Joint Resource Scheduling Algorithms for Hybrid MEC Networks.
IEEE Internet Things J., 2020

Stacked Autoencoder-Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks.
IEEE Internet Things J., 2020

Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration.
CoRR, 2020

Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks.
CoRR, 2020

2018
Electrical resistivity imaging inversion: An ISFLA trained kernel principal component wavelet neural network approach.
Neural Networks, 2018

Using wavelet packet denoising and ANFIS networks based on COSFLA optimization for electrical resistivity imaging inversion.
Fuzzy Sets Syst., 2018