Shen, Xuemin
- RadioDiff: An Effective Generative Diffusion Model for Sampling-Free Dynamic Radio Map Construction
2024/08/16 by Xiucheng Wang, Wang, Xiucheng, Keda Tao +11 · 32 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing #Systems and Control (eess.SY) #electronic engineering #information engineering
- Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services
2023/03/28 by Minrui Xu, Xu, Minrui, Hongyang Du +21 · 13 citations
Computer Science · Business, Management and Accounting · #AI in cancer detection #Privacy-Preserving Technologies in Data #FinTech, Crowdfunding, Digital Finance
- RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications
2023/09/30 by Enyu Shi, Jiayi Zhang, Shi, Enyu +13 · 13 citations
Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Generative AI for Integrated Sensing and Communication: Insights from the Physical Layer Perspective
2023/10/02 by Wang, Jiacheng, Du, Hongyang, Niyato, Dusit +4 · 12 citations
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study
2023/04/21 by Ruichen Zhang, Ke Xiong, Zhang, Ruichen +11 · 9 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Transportation and Mobility Innovations #Vehicular Ad Hoc Networks (VANETs)
- A Tutorial on Six-Dimensional Movable Antenna for 6G Networks: Synergizing Positionable and Rotatable Antennas
2025/03/23 by Xiaodan Shao, Shao, Xiaodan, Weidong Mei +21 · 23 citations
Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Generative AI based Secure Wireless Sensing for ISAC Networks
2024/08/21 by Jiacheng Wang, Hongyang Du, Wang, Jiacheng +13 · 11 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
- Reinforcement Learning With LLMs Interaction For Distributed Diffusion Model Services
2023/11/18 by Hongyang Du, Ruichen Zhang, Du, Hongyang +13 · 7 citations
Computer Science · Business, Management and Accounting · #Recommender Systems and Techniques #FinTech, Crowdfunding, Digital Finance
- Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
2024/04/22 by Yinqiu Liu, Liu, Yinqiu, Hongyang Du +13 · 7 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
- From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks
2025/06/14 by Weijie Yuan, Yuanhao Cui, Yuan, Weijie +29 · 26 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
- Vehicular Communications: A Network Layer Perspective
2017/07/31 by Haixia Peng, Peng, Haixia, Le Liang +5 · 2 citations
Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Mobile Ad Hoc Networks #Opportunistic and Delay-Tolerant Networks #Vehicular Ad Hoc Networks (VANETs)
- Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges
2024/06/12 by Cheng, Nan, Wang, Xiucheng, Li, Zan +3 · 5 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Accuracy-Aware Cooperative Sensing and Computing for Connected Autonomous Vehicles
2024/03/25 by Ye, Xuehan, Qu, Kaige, Zhuang, Weihua +1 · 4 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning
2020/12/03 by Wen Wu, Wu, Wen, Nan Chen +11 · 2 citations
Computer Science · Engineering · #Software-Defined Networks and 5G #Vehicular Ad Hoc Networks (VANETs) #Network Security and Intrusion Detection
- Semantic Information Marketing in The Metaverse: A Learning-Based Contract Theory Framework
2023/02/22 by Lotfi, Ismail, Niyato, Dusit, Sun, Sumei +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences
- Model-Assisted Learning for Adaptive Cooperative Perception of Connected Autonomous Vehicles
2024/01/18 by Kaige Qu, Qu, Kaige, Weihua Zhuang +7 · 3 citations
Engineering · #Vehicular Ad Hoc Networks (VANETs) #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling
- When Digital Twin Meets Generative AI: Intelligent Closed-Loop Network Management
2024/04/03 by Xinyu Huang, Haojun Yang, Huang, Xinyu +8 · 3 citations
Engineering · Business, Management and Accounting · #Digital Transformation in Industry #Economic and Technological Systems Analysis
- Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions
2017/03/08 by Ning Zhang, Shan Zhang, Zhang, Ning +9 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Satellite Communication Systems #Vehicular Ad Hoc Networks (VANETs)
- RadioDiff-k2: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction
2025/04/22 by Xiucheng Wang, Wang, Xiucheng, Qiming Zhang +11 · 8 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Systems and Control (eess.SY) #electronic engineering #information engineering
- Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices
2023/10/21 by Peichun Li, Li, Peichun, Hanwen Zhang +11 · 2 citations
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
2025/04/12 by Lingyi Cai, Cai, Lingyi, Jiacheng Wang +15 · 8 citations
Computer Science · Engineering · #Opportunistic and Delay-Tolerant Networks #Mobile Ad Hoc Networks #Satellite Communication Systems
- MobiLLM: Enabling LLM Fine-Tuning on the Mobile Device via Server Assisted Side Tuning
2025/02/27 by Li, Liang, Yang, Xingke, Wu, Wen +5 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin
2024/10/03 by Conghao Zhou, Zhou, Conghao, Shisheng Hu +9 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Telecommunications and Broadcasting Technologies
- Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions
2025/08/26 by Zhang, Ruichen, Liu, Guangyuan, Liu, Yinqiu +10 · 8 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- Split Fine-Tuning for Large Language Models in Wireless Networks
2025/01/16 by Songge Zhang, Guoliang Cheng, Zhang, Songge +11 · 2 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Context-Aware Activity Recognition Systems
- Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration
2025/07/01 by Haoxiang Luo, Yinqiu Liu, Luo, Haoxiang +17 · 9 citations
Computer Science · Engineering · #Big Data and Digital Economy #Multimodal Machine Learning Applications #Ferroelectric and Negative Capacitance Devices
- Revolutionizing QoE-Driven Network Management with Digital Agents in 6G
2024/12/03 by Xuemin Shen, Xinyu Huang, Shen, Xuemin +9 · 2 citations
Computer Science · #Software-Defined Networks and 5G
- Digital Twin-Driven Network Architecture for Video Streaming
2023/10/29 by Xinyu Huang, Huang, Xinyu, Haojun Yang +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
- Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks
2025/03/03 by Jianzhe Xue, Dongcheng Yuan, Xue, Jianzhe +11 · 2 citations
Engineering · #Advanced Data and IoT Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #PAPR reduction in OFDM #Signal Processing (eess.SP) #Telecommunications and Broadcasting Technologies #electronic engineering #information engineering
- Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI
2024/04/09 by Yang, Wanting, Xiong, Zehui, Quek, Tony Q. S. +1 · 1 citation
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Digital Twin-Based Network Management for Better QoE in Multicast Short Video Streaming
2024/01/23 by Huang, Xinyu, Hu, Shisheng, Yang, Haojun +3 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Networking and Internet Architecture (cs.NI) #electronic engineering #information engineering
- Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study
2023/09/03 by Yinqiu Liu, Hongyang Du, Liu, Yinqiu +11 · 1 citation
Engineering · #Advanced Data and IoT Technologies #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- The Age of Generative AI and AI-Generated Everything
2023/11/02 by Du, Hongyang, Niyato, Dusit, Kang, Jiawen +9 · 1 citation
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks
2024/09/24 by He, Jiayi, Luo, Xiaofeng, Kang, Jiawen +5 · 1 citation
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking
2025/05/27 by Cai, Lingyi, Zhang, Ruichen, Zhao, Changyuan +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- RadioDiff-3D: A 3D×3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication
2025/07/16 by Wang, Xiucheng, Zhang, Qiming, Cheng, Nan +5 · 4 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering