Sitemap

A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

publications

Deep Reinforcement Learning based Multi-link Frame Aggregation Length Optimization in Next Generation Wi-Fi Networks

Published in IEEE Transactions on Wireless Communications, 2024

Deep reinforcement learning for multi-link frame aggregation length optimization in next generation Wi-Fi networks.

Recommended citation: Junjie Wu, X. Fang, and G. Min. (2024). "Deep Reinforcement Learning based Multi-link Frame Aggregation Length Optimization in Next Generation Wi-Fi Networks." IEEE Transactions on Wireless Communications.
Download Paper

DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Resource Allocation

Published in IEEE Internet of Things Journal, 2025

Intent-guided diffusion models for generating DRL optimization trajectories for wireless resource allocation.

Recommended citation: Junjie Wu, X. Fang, D. Niyato, J. Wang, and J. Wang. (2025). "DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Resource Allocation." IEEE Internet of Things Journal.
Download Paper

Service-Differentiated Joint Distributed Communication and Computing Resource Allocation for Wi-Fi Networks based on Federated Learning and MADRL

Published in IEEE Internet of Things Journal, 2025

Federated learning and MADRL for service-differentiated distributed communication and computing resource allocation in Wi-Fi networks.

Recommended citation: Junjie Wu, X. Fang, and X. Wang. (2025). "Service-Differentiated Joint Distributed Communication and Computing Resource Allocation for Wi-Fi Networks based on Federated Learning and MADRL." IEEE Internet of Things Journal.
Download Paper

Trajectory Design and Beamforming in UAV-Assisted Wireless Networks: A Fine-Tuned M2LLM-Driven DRL-Based Framework

Published in IEEE Transactions on Wireless Communications, 2025

A fine-tuned M2LLM-driven DRL framework for trajectory design and beamforming in UAV-assisted wireless networks.

Recommended citation: B. Yin, X. Fang, X. Wang, L. Yan, Junjie Wu, and J. Wang. (2025). "Trajectory Design and Beamforming in UAV-Assisted Wireless Networks: A Fine-Tuned M2LLM-Driven DRL-Based Framework." IEEE Transactions on Wireless Communications.
Download Paper

Enhancing A2G Robustness in Energy-Constrained Multi-UAV Networks: MADRL for Trajectory Control and Resource Allocation

Published in IEEE Transactions on Wireless Communications, 2026

MADRL-based trajectory control and resource allocation for energy-constrained multi-UAV networks.

Recommended citation: Jingyu Wang, Xuming Fang, Xianbin Wang, Li Yan, Junjie Wu, and Baolin Yin. (2026). "Enhancing A2G Robustness in Energy-Constrained Multi-UAV Networks: MADRL for Trajectory Control and Resource Allocation." IEEE Transactions on Wireless Communications.
Download Paper

Topology-aware Dynamic Offloading for MEC-enabled MAPC Wi-Fi Networks: A Multi-Agent Hierarchical DRL Framework

Published in IEEE Transactions on Vehicular Technology, 2026

A topology-aware multi-agent hierarchical DRL framework for dynamic offloading in MEC-enabled MAPC Wi-Fi networks.

Recommended citation: Junjie Wu, Xuming Fang, Jingyu Wang, Baolin Yin, and Tianrui Li. (2026). "Topology-aware Dynamic Offloading for MEC-enabled MAPC Wi-Fi Networks: A Multi-Agent Hierarchical DRL Framework." IEEE Transactions on Vehicular Technology.
Download Paper

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.