Shiwen Mao

1. Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services
   2023/03/28 by Minrui Xu, Hongyang Du, Xu, Minrui +21 · 21 citations
   Computer Science · Business, Management and Accounting · #AI in cancer detection #Privacy-Preserving Technologies in Data #FinTech, Crowdfunding, Digital Finance
2. When Large Language Model Agents Meet 6G Networks: Perception, Grounding, and Alignment
   2024/01/15 by Minrui Xu, Xu, Minrui, Dusit Niyato +13 · 22 citations
   Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Tracheal and airway disorders
3. Diffusion-based Reinforcement Learning for Edge-enabled AI-Generated Content Services
   2023/03/23 by Hongyang Du, Zonghang Li, Du, Hongyang +11 · 14 citations
   Computer Science · Business, Management and Accounting · Social Sciences · #Privacy-Preserving Technologies in Data #FinTech, Crowdfunding, Digital Finance #Digital Marketing and Social Media
4. Generative AI based Secure Wireless Sensing for ISAC Networks
   2024/08/21 by Jiacheng Wang, Hongyang Du, Wang, Jiacheng +13 · 19 citations
   Computer Science · #Energy Efficient Wireless Sensor Networks #FOS: Electrical engineering #Network Security and Intrusion Detection #Security in Wireless Sensor Networks #Signal Processing (eess.SP) #electronic engineering #information engineering
5. Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases
   2024/05/31 by Geng Sun, Wenwen Xie, Sun, Geng +11 · 12 citations
   Computer Science · #Evolutionary Algorithms and Applications
6. Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
   2024/04/22 by Yinqiu Liu, Hongyang Du, Liu, Yinqiu +13 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #DNA and Biological Computing #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems
7. Positioning Using Wireless Networks: Applications, Recent Progress and Future Challenges
   2024/03/18 by Yang Yang, Mingzhe Chen, Yang, Yang +11 · 7 citations
   Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
8. From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks
   2025/06/14 by Weijie Yuan, Yuan, Weijie, Yuanhao Cui +29 · 29 citations
   Computer Science · Engineering · #FOS: Electrical engineering #Opportunistic and Delay-Tolerant Networks #Satellite Communication Systems #Signal Processing (eess.SP) #Systems and Control (eess.SY) #UAV Applications and Optimization #electronic engineering #information engineering
9. Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning
   2018/03/25 by Xianfu Chen, Chen, Xianfu, Honggang Zhang +9 · 4 citations
   Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
10. Generative AI-empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaverses
    2023/02/16 by Minrui Xu, Xu, Minrui, Dusit Niyato +13 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Traffic control and management
11. A Unified Framework for Guiding Generative AI with Wireless Perception in Resource Constrained Mobile Edge Networks
    2023/09/04 by Jiacheng Wang, Wang, Jiacheng, Hongyang Du +14 · 5 citations
    Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #FinTech, Crowdfunding, Digital Finance #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Deep Reinforcement Learning Based Mode Selection and Resource Management for Green Fog Radio Access Networks
    2018/09/15 by Yaohua Sun, Mugen Peng, Sun, Yaohua +3 · 2 citations
    Computer Science · Engineering · #Caching and Content Delivery #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks
13. Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks
    2023/02/06 by Xuefei Li, Mingzhe Chen, Li, Xuefei +9 · 3 citations
    Engineering · #FOS: Computer and information sciences #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI)
14. DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices
    2023/09/10 by Guanyu Xu, Xu, Guanyu, Zhiwei Hao +9 · 4 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Visual Attention and Saliency Detection
15. Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning
    2022/05/24 by Zhiwei Hao, Hao, Zhiwei, Guanyu Xu +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG)
16. Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning
    2025/02/09 by Geng Sun, Jian Xiao, Sun, Geng +11 · 9 citations
    Engineering · Computer Science · #Satellite Communication Systems #Distributed Control Multi-Agent Systems
17. Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking
    2025/02/24 by Ruichen Zhang, Zhang, Ruichen, Shunpu Tang +13 · 9 citations
    Computer Science · #Cognitive Computing and Networks
18. Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks
    2025/05/19 by Minrui Xu, Jiani Fan, Xu, Minrui +18 · 9 citations
    Computer Science · #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Topic Modeling
19. Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach
    2023/12/23 by Yifeng Lyu, Lyu, Yifeng, Han Hu +9 · 3 citations
    Engineering · #Satellite Communication Systems #Space Satellite Systems and Control
20. Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach
    2024/03/17 by Xuefei Li, Li, Xuefei, Mingzhe Chen +9 · 3 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Terahertz technology and applications #electronic engineering #information engineering
21. Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach
    2024/02/13 by Yifeng Lyu, Han Hu, Rongfei Fan +3 · 3 citations
    Computer Science · Engineering · #Opportunistic and Delay-Tolerant Networks #Satellite Communication Systems #UAV Applications and Optimization
22. Rethinking Generative Semantic Communication for Multi-User Systems with Large Language Models
    2024/08/16 by Wanting Yang, Yang, Wanting, Zehui Xiong +11 · 4 citations
    Computer Science · #Cognitive Computing and Networks #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
23. Joint Foundation Model Caching and Inference of Generative AI Services for Edge Intelligence
    2023/05/20 by Minrui Xu, Dusit Niyato, Xu, Minrui +11 · 2 citations
    Computer Science · #Age of Information Optimization #Caching and Content Delivery #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
24. Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning
    2018/05/16 by Xianfu Chen, Chen, Xianfu, Honggang Zhang +9 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning (stat.ML)
25. Joint Parallel Offloading and Load Balancing for Cooperative-MEC Systems With Delay Constraints
    2022/01/14 by Wenqian Zhang, Guanglin Zhang, Shiwen Mao · 2 citations
    Computer Science · Engineering · #IoT and Edge/Fog Computing #Advanced Wireless Communication Technologies #IoT Networks and Protocols
26. Edge Information Hub: Orchestrating Satellites, UAVs, MEC, Sensing and Communications for 6G Closed-Loop Controls
    2025/01/01 by Chengleyang Lei, Wei Feng, Peng Wei +3 · 4 citations
27. Sustainable Diffusion-based Incentive Mechanism for Generative AI-driven Digital Twins in Industrial Cyber-Physical Systems
    2024/08/02 by Jinbo Wen, Wen, Jinbo, Jiawen Kang +7 · 3 citations
    Decision Sciences · #Innovation Diffusion and Forecasting
28. Efficient Multi-user Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution
    2024/11/24 by Wanting Yang, Zehui Xiong, Yang, Wanting +9 · 3 citations
    Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies
29. Joint Optimization of Resource Allocation and User Association in Multi-Frequency Cellular Networks Assisted by RIS
    2023/08/16 by Yuanyuan Qiao, Yong Niu, Qiao, Yuanyuan +13 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Telecommunications and Broadcasting Technologies
30. When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study
    2024/12/10 by Xiong Yang, Ruichen Zhang, Xiong, Yang +11 · 2 citations
    Engineering · Computer Science · #Energy Harvesting in Wireless Networks #Cooperative Communication and Network Coding #Energy Efficient Wireless Sensor Networks
31. Generative AI-driven Cross-layer Covert Communication: Fundamentals, Framework and Case Study
    2025/01/19 by Tianhao Liu, Jiqiang Liu, Liu, Tianhao +13 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting
32. Joint Beamforming and Illumination Pattern Design for Beam-Hopping LEO Satellite Communications
    2024/09/16 by Jing Wang, Chenhao Qi, Wang, Jing +5 · 1 citation
    Engineering · #Satellite Communication Systems #Antenna Design and Optimization #Optical Wireless Communication Technologies
33. Optimizing Communication and Device Clustering for Clustered Federated Learning with Differential Privacy
    2025/07/09 by Dongyu Wei, Wei, Dongyu, Xiang Xu +5 · 4 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced Data and IoT Technologies #IoT and Edge/Fog Computing