Concepedia

Ruichen Zhang

RZ

Statistics

Publications

26

Citations

1.4K

H-Index

17

Active since

2020

Affiliations

Nanyang Technological University(Current)

Beijing Jiaotong University

Guangdong University of Technology

University of Hong Kong

Sungkyunkwan University

Ruichen Zhang is an author at Nanyang Technological University specializing in engineering, computer engineering, and computer science.

Top concepts

EngineeringComputer EngineeringComputer ScienceEnergy EfficiencySystems EngineeringNetwork AnalysisEnergy-efficient NetworkingDeep LearningMachine LearningEnergy Management

Publications per year

2020–2025

26

Publications

26

Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach

Ruichen Zhang, Ke Xiong, Yang Lu et al. · IEEE Journal on Selected Areas in Communications · 2023 · 221 citations

Engineering, Energy Efficiency, Power Control +18

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

Hongyang Du, Ruichen Zhang, Yinqiu Liu et al. · IEEE Communications Surveys & Tutorials · 2024 · 165 citations

Artificial Intelligence, Engineering, Machine Learning +16

Generative AI Agents With Large Language Model for Satellite Networks via a Mixture of Experts Transmission

Ruichen Zhang, Hongyang Du, Yinqiu Liu et al. · IEEE Journal on Selected Areas in Communications · 2024 · 113 citations

Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks

Hongyang Du, Ruichen Zhang, Dusit Niyato et al. · IEEE Network · 2023 · 106 citations

Autonomous Network, Ubiquitous Aigc Services, Engineering +21

Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach

Ruichen Zhang, Ke Xiong, Yang Lu et al. · IEEE Journal on Selected Areas in Communications · 2021 · 93 citations

Multi-agent Ddqn-based Approach, Engineering, Energy Efficiency +16

1–5 of 26