Publications (91)
RadioDiff-$k^2$: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction
Xiucheng Wang, Qiming Zhang, Nan Cheng +4
Hybrid-Field 6D Movable Antenna for Terahertz Communications: Channel Modeling and Estimation
Xiaodan Shao, Yixiao Zhang, Shisheng Hu +5
Generative AI based Secure Wireless Sensing for ISAC Networks
Jiacheng Wang, Hongyang Du, Yinqiu Liu +5
MobiLLM: Enabling LLM Fine-Tuning on the Mobile Device via Server Assisted Side Tuning
Liang Li, Xingke Yang, Wen Wu +5
A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awareness
Xiucheng Wang, Yuhao Pan, Nan Cheng +9
Flexible Coupler Array with Reconfigurable Pattern: Mechanical Beamforming and Digital Agent
Xiaodan Shao, Yixiao Zhang, Nan Cheng +2
Hierarchical Soft Slicing to Meet Multi-Dimensional QoS Demand in Cache-Enabled Vehicular Networks
Shan Zhang, Hongbin Luo, Junling Li +2
User-centric Service Provision for Edge-assisted Mobile AR: A Digital Twin-based Approach
Conghao Zhou, Jie Gao, Yixiang Liu +3
Vehicular Communications: A Physical Layer Perspective
Le Liang, Haixia Peng, Geoffrey Ye Li +1
RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction
Xiucheng Wang, Keda Tao, Nan Cheng +4
Dynamic Mobile Edge Caching with Location Differentiation
Peng Yang, Ning Zhang, Shan Zhang +3
Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration
Haoxiang Luo, Yinqiu Liu, Ruichen Zhang +7
RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications
Enyu Shi, Jiayi Zhang, Hongyang Du +5
A Survey on Metaverse: Fundamentals, Security, and Privacy
Yuntao Wang, Zhou Su, Ning Zhang +4
Federated Learning in Multi-RIS Aided Systems
Wanli Ni, Yuanwei Liu, Zhaohui Yang +2
Toward Immersive Communications in 6G
Xuemin Shen, Jie Gao, Mushu Li +4
Coupler Position Optimization and Channel Estimation for Flexible Coupler Antenna Aided Multiuser Communication
Xiaodan Shao, Chuangye Shan, Weihua Zhuang +1
Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices
Peichun Li, Hanwen Zhang, Yuan Wu +4
Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks
Xiucheng Wang, Zien Wang, Nan Cheng +3
When Digital Twin Meets Generative AI: Intelligent Closed-Loop Network Management
Xinyu Huang, Haojun Yang, Conghao Zhou +3
Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study
Ruichen Zhang, Ke Xiong, Hongyang Du +4
From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks
Weijie Yuan, Yuanhao Cui, Jiacheng Wang +13
Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks
Jiayi He, Xiaofeng Luo, Jiawen Kang +5
Digital Twin-Based Network Management for Better QoE in Multicast Short Video Streaming
Xinyu Huang, Shisheng Hu, Haojun Yang +3
The Age of Generative AI and AI-Generated Everything
Hongyang Du, Dusit Niyato, Jiawen Kang +9
Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G
Yuanwei Liu, Shuowen Zhang, Xidong Mu +5
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach
Xiucheng Wang, Nan Cheng, Lianhao Fu +5
Digital Twin-Based 3D Map Management for Edge-Assisted Mobile Augmented Reality
Conghao Zhou, Jie Gao, Mushu Li +3
Semantic Information Marketing in The Metaverse: A Learning-Based Contract Theory Framework
Ismail Lotfi, Dusit Niyato, Sumei Sun +2
Spectrum Resource Management for Multi-Access Edge Computing in Autonomous Vehicular Networks
Haixia Peng, Qiang Ye, Xuemin Shen
Drift-Adaptive Slicing-Based Resource Management for Cooperative ISAC Networks
Shisheng Hu, Jie Gao, Xue Qin +5
Hierarchical Micro-Segmentations for Zero-Trust Services via Large Language Model (LLM)-enhanced Graph Diffusion
Yinqiu Liu, Guangyuan Liu, Hongyang Du +5
Digital Twin-based 3D Map Management for Edge-assisted Device Pose Tracking in Mobile AR
Conghao Zhou, Jie Gao, Mushu Li +3
Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions
Ruichen Zhang, Guangyuan Liu, Yinqiu Liu +10
Enabling Strong Privacy Preservation and Accurate Task Allocation for Mobile Crowdsensing
Jianbing Ni, Kuan Zhang, Qi Xia +2
Short-term Road Traffic Prediction based on Deep Cluster at Large-scale Networks
Lingyi Han, Kan Zheng, Long Zhao +2
SDN-Based Resource Management for Autonomous Vehicular Networks: A Multi-Access Edge Computing Approach
Haixia Peng, Qiang Ye, Xuemin Shen
Rotatable Coupler Antenna Enhanced Wireless Network: Modeling and Coupler Rotation Optimization
Xiaodan Shao, Chuangye Shan, Weihua Zhuang +1
HALO: Semantic-Aware Distributed LLM Inference in Lossy Edge Network
Peirong Zheng, Wenchao Xu, Haozhao Wang +2
User-Centric Communication Service Provision for Edge-Assisted Mobile Augmented Reality
Conghao Zhou, Jie Gao, Shisheng Hu +3
Mixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey
Yunting Xu, Jiacheng Wang, Ruichen Zhang +10
Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study
Yinqiu Liu, Hongyang Du, Dusit Niyato +4
Integrating Over-the-Air Federated Learning and Non-Orthogonal Multiple Access: What Role can RIS Play?
Wanli Ni, Yuanwei Liu, Zhaohui Yang +2
Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges
Nan Cheng, Xiucheng Wang, Zan Li +3
Reinforcement Learning With LLMs Interaction For Distributed Diffusion Model Services
Hongyang Du, Ruichen Zhang, Dusit Niyato +5
Deploying Foundation Model Powered Agent Services: A Survey
Wenchao Xu, Jinyu Chen, Peirong Zheng +8
QoE-Aware Service Provision for Mobile AR Rendering: An Agent-Driven Approach
Conghao Zhou, Lulu Sun, Xiucheng Wang +4
Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks
Jianzhe Xue, Dongcheng Yuan, Zhanxi Ma +4
A Tutorial on Six-Dimensional Movable Antenna for 6G Networks: Synergizing Positionable and Rotatable Antennas
Xiaodan Shao, Weidong Mei, Changsheng You +9
Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks
Lingyi Cai, Wenjie Fu, Yuxi Huang +9
Cost-Effective Cache Deployment in Mobile Heterogeneous Networks
Shan Zhang, Ning Zhang, Peng Yang +1
Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks
Mushu Li, Jie Gao, Lian Zhao +1
Multi-Drone 3D Trajectory Planning and Scheduling in Drone Assisted Radio Access Networks
Weisen Shi, Junlng Li, Nan Cheng +4
Polarforming Antenna Enhanced Sensing and Communication: Modeling and Optimization
Xiaodan Shao, Rui Zhang, Haibo Zhou +4
Adaptive Device-Edge Collaboration on DNN Inference in AIoT: A Digital Twin-Assisted Approach
Shisheng Hu, Mushu Li, Jie Gao +2
Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method
Ruichen Zhang, Changyuan Zhao, Hongyang Du +5
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
Yinqiu Liu, Hongyang Du, Dusit Niyato +5
RadioDiff-3D: A 3D$\times$3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication
Xiucheng Wang, Qiming Zhang, Nan Cheng +5
Revolutionizing QoE-Driven Network Management with Digital Agents in 6G
Xuemin Shen, Xinyu Huang, Jianzhe Xue +3
Content Popularity Prediction Towards Location-Aware Mobile Edge Caching
Peng Yang, Ning Zhang, Shan Zhang +3
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
Lingyi Cai, Jiacheng Wang, Ruichen Zhang +6
Digital Twin-Driven Network Architecture for Video Streaming
Xinyu Huang, Haojun Yang, Shisheng Hu +1
DDPG-based Resource Management for MEC/UAV-Assisted Vehicular Networks
Haixia Peng, Xuemin Shen
Knowledge-Driven Resource Allocation for D2D Networks: A WMMSE Unrolled Graph Neural Network Approach
Hao Yang, Nan Cheng, Ruijin Sun +5
Voltage-tunable giant nonvolatile multiple-state resistance in sliding-interlayer ferroelectric h-BN van der Waals multiferroic tunnel junction
Xinlong Dong, Xuemin Shen, Xiaowen Sun +3
Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions
Ning Zhang, Shan Zhang, Peng Yang +3
Experience-Centric Resource Management in ISAC Networks: A Digital Agent-Assisted Approach
Xinyu Huang, Yixiao Zhang, Yingying Pei +2
Model-Assisted Learning for Adaptive Cooperative Perception of Connected Autonomous Vehicles
Kaige Qu, Weihua Zhuang, Qiang Ye +2
Efficient Digital Twin Data Processing for Low-Latency Multicast Short Video Streaming
Xinyu Huang, Shisheng Hu, Mushu Li +2
AI-Assisted Slicing-Based Resource Management for Two-Tier Radio Access Networks
Conghao Zhou, Jie Gao, Mushu Li +4
User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin
Conghao Zhou, Shisheng Hu, Jie Gao +3
Directional Sparsity Based Statistical Channel Estimation for 6D Movable Antenna Communications
Xiaodan Shao, Rui Zhang, Jihong Park +3
User Dynamics-Aware Edge Caching and Computing for Mobile Virtual Reality
Mushu Li, Jie Gao, Conghao Zhou +2
Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services
Minrui Xu, Hongyang Du, Dusit Niyato +9
Air-Ground Integrated Vehicular Network Slicing with Content Pushing and Caching
Shan Zhang, Wei Quan, Junling Li +3
Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI
Wanting Yang, Zehui Xiong, Tony Q. S. Quek +1
When Eavesdroppers Reason: Agentic Eavesdropping Attacks on Semantic Communication
Shunpu Tang, Qianqian Yang, Zhiguo Shi +2
Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking
Lingyi Cai, Ruichen Zhang, Changyuan Zhao +5
Interactive AI with Retrieval-Augmented Generation for Next Generation Networking
Ruichen Zhang, Hongyang Du, Yinqiu Liu +5
Digital Twin Based User-Centric Resource Management for Multicast Short Video Streaming
Xinyu Huang, Wen Wu, Shisheng Hu +3
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning
Wen Wu, Nan Chen, Conghao Zhou +4
Reconfigurable Coupler Antenna for Wireless Networks
Xiaodan Shao, Chuangye Shan, Weihua Zhuang +1
Physics-informed line-of-sight learning for scalable deterministic channel modeling
Xiucheng Wang, Junxi Huang, Conghao Zhou +2
RadioDiff-Flux: Efficient Radio Map Construction via Generative Denoise Diffusion Model Trajectory Midpoint Reuse
Xiucheng Wang, Peilin Zheng, Honggang Jia +4
Hierarchical Digital Twin for Efficient 6G Network Orchestration via Adaptive Attribute Selection and Scalable Network Modeling
Pengyi Jia, Xianbin Wang, Xuemin Shen
Vehicular Communications: A Network Layer Perspective
Haixia Peng, Le Liang, Xuemin Shen +1
Accuracy-Aware Cooperative Sensing and Computing for Connected Autonomous Vehicles
Xuehan Ye, Kaige Qu, Weihua Zhuang +1
Multi-message Authentication over Noisy Channel with Secure Channel Codes
Dajiang Chen, Ning Zhang, Nan Cheng +4
Physics-Informed Digital Twins for Channel Estimation and Traffic Prediction of Non-Terrestrial Networks
Xinyu Huang, Yixiao Zhang, Xue Qin +4
Split Fine-Tuning for Large Language Models in Wireless Networks
Songge Zhang, Guoliang Cheng, Xinyu Huang +4
Generative AI for Integrated Sensing and Communication: Insights from the Physical Layer Perspective
Jiacheng Wang, Hongyang Du, Dusit Niyato +4