Ruichen Zhang

1. Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study
   2023/04/21 by Ruichen Zhang, Ke Xiong, Zhang, Ruichen +11 · 13 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)
2. Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks
   2023/04/07 by Hongyang Du, Du, Hongyang, Ruichen Zhang +14 · 9 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
3. Reinforcement Learning With LLMs Interaction For Distributed Diffusion Model Services
   2023/11/18 by Hongyang Du, Ruichen Zhang, Du, Hongyang +13 · 8 citations
   Computer Science · Business, Management and Accounting · #Recommender Systems and Techniques #FinTech, Crowdfunding, Digital Finance
4. Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation
   2024/04/18 by Lu Yang, Yuhang Li, Lu, Yang +9 · 9 citations
   Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Signal Processing (eess.SP) #Wireless Body Area Networks #electronic engineering #information engineering
5. Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking
   2025/02/25 by Changyuan Zhao, Zhao, Changyuan, Jiacheng Wang +13 · 20 citations
   Engineering · #Satellite Communication Systems #Advanced Wireless Network Optimization
6. Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs
   2025/02/11 by Ruichen Zhang, Zhang, Ruichen, Qiu, Mufan +14 · 10 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Spam and Phishing Detection #Topic Modeling #Web Data Mining and Analysis
7. 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
8. Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach
   2024/09/26 by Jian Liu, Liu, Jian, Ming Xiao +15 · 6 citations
   Engineering · #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems
9. Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
   2025/04/12 by Lingyi Cai, Cai, Lingyi, Jiacheng Wang +15 · 12 citations
   Computer Science · Engineering · #Opportunistic and Delay-Tolerant Networks #Mobile Ad Hoc Networks #Satellite Communication Systems
10. Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System
    2025/01/25 by Zhangfeng Ma, Ruichen Zhang, Ma, Zhangfeng +9 · 4 citations
    Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning and ELM #Neural Networks and Reservoir Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
11. Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
    2024/05/21 by Ruichen Zhang, Zhang, Ruichen, Hongyang Du +11 · 3 citations
    Business, Management and Accounting · Computer Science · Engineering · #Cognitive Science and Mapping #Collaboration in agile enterprises #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI)
12. Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles
    2025/01/26 by Hanwen Zhang, Ruichen Zhang, Zhang, Hanwen +8 · 2 citations
    Energy · Engineering · #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Energy Management
13. Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers
    2025/03/29 by Shunpu Tang, Tang, Shunpu, Yuhao Chen +9 · 4 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
14. Covert Prompt Transmission for Secure Large Language Model Services
    2025/04/30 by Ruichen Zhang, Zhang, Ruichen, Yinqiu Liu +13 · 5 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Adversarial Robustness in Machine Learning
15. Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration
    2025/07/01 by Haoxiang Luo, Luo, Haoxiang, Yinqiu Liu +17 · 9 citations
    Computer Science · Engineering · #Big Data and Digital Economy #Multimodal Machine Learning Applications #Ferroelectric and Negative Capacitance Devices
16. Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning
    2025/05/21 by Changyuan Zhao, Ruichen Zhang, Zhao, Changyuan +15 · 8 citations
    Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
17. Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking
    2024/04/02 by Yinqiu Liu, Ruichen Zhang, Liu, Yinqiu +11 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
18. 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
19. Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework
    2025/01/16 by Yushen Lin, Lin, Yushen, Ruichen Zhang +11 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
20. FairSkin: Fair Diffusion for Skin Disease Image Generation
    2024/10/29 by Ruichen Zhang, Zhang, Ruichen, Yuguang Yao +15 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences