Ruichen Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Reinforcement Learning

Energy Efficiency

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim
Interactive Generative AI Agents for Satellite Networks through a Mixture of Experts Transmission. CoRR (2024)
Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Sumei Sun, Xuemin Shen, H. Vincent Poor
Interactive AI with Retrieval-Augmented Generation for Next Generation Networking. CoRR (2024)
Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. IEEE Netw. 38 (3) (2024)
Zhe Wang, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Bo Ai, Khaled B. Letaief
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision. CoRR (2024)
Ruichen Zhang, Bo Kang
From Propaganda to Memes: Resignification of Political Discourse Through Memes on the Chinese Internet. Int. J. Hum. Comput. Interact. 40 (11) (2024)
Xingcong Tian, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief
Sum Rate Maximization in Multi-Cell Multi-User Networks: An Inverse Reinforcement Learning-Based Approach. IEEE Wirel. Commun. Lett. 13 (1) (2024)
Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim
Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking. CoRR (2024)
Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Dong In Kim
Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts. CoRR (2024)
Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han
Generative AI for Low-Carbon Artificial Intelligence of Things. CoRR (2024)
Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim
Reinforcement Learning with Large Language Models (LLMs) Interaction for Network Services. ICNC (2024)
Ruichen Zhang, Ke Xiong, Yang Lu, Derrick Wing Kwan Ng, Pingyi Fan, Khaled Ben Letaief
SWIPT-Enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-Based Approach. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor
Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study. IEEE Netw. 38 (4) (2024)
Ruichen Zhang, Zeshui Xu, Xunjie Gou
ELECTRE II method based on the cosine similarity to evaluate the performance of financial logistics enterprises under double hierarchy hesitant fuzzy linguistic environment. Fuzzy Optim. Decis. Mak. 22 (1) (2023)
Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim
Generative AI for Space-Air-Ground Integrated Networks (SAGIN). CoRR (2023)
Bei Liu, Shaofeng Bian, Bing Ji, Shuguang Wu, Pengfei Xian, Cheng Chen, Ruichen Zhang
Application of the Fourier Series Expansion Method for the Inversion of Gravity Gradients using Gravity Anomalies. Remote. Sens. 15 (1) (2023)
Zhaoqilin Yang, Gaoyun An, Ruichen Zhang, Zhenxing Zheng, Qiuqi Ruan
SRI3D: Two-stream inflated 3D ConvNet based on sparse regularization for action recognition. IET Image Process. 17 (5) (2023)
Yuhang Li, Yang Lu, Ruichen Zhang, Bo Ai, Zhangdui Zhong
Deep Learning for Energy Efficient Beamforming in MU-MISO Networks: A GAT-Based Approach. IEEE Wirel. Commun. Lett. 12 (7) (2023)
Ruichen Zhang, Ke Xiong, Yang Lu, Pingyi Fan, Derrick Wing Kwan Ng, Khaled B. Letaief
Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach. IEEE J. Sel. Areas Commun. 41 (5) (2023)
Lei Yang, Zhipeng Liu, Ruichen Zhang, Haiyu Shen, Yijing Tan, Jian Zhang, Chao Liu, Fangfang Zhou, Ying Zhao
Using SHAP to Measure Interpretability of Neuronal Feature Visualization. VINCI (2023)
Ruichen Zhang
Re-directing socialist persuasion through affective reiteration: a discourse analysis of 'Socialist Memes' on the Chinese internet. AI Soc. 38 (5) (2023)
Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor
Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study. CoRR (2023)
Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim
User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content. CoRR (2023)
Clare Foster, Ruichen Zhang
Special Issue: Iteration and persuasion as key conditions of digital societies. AI Soc. 38 (5) (2023)
Yichi Zhang, Yang Lu, Ruichen Zhang, Bo Ai, Dusit Niyato
Deep Reinforcement Learning for Secrecy Energy Efficiency Maximization in RIS-Assisted Networks. IEEE Trans. Veh. Technol. 72 (9) (2023)
Ruichen Zhang
Perceptual Similarity guidance and text guidance optimization for Editing Real Images using Guided Diffusion Models. CoRR (2023)
Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. CoRR (2023)
Ruichen Zhang, Qiong Liu, Kejun Wu
EFPNet: Effective Fusion Pyramid Network for Tiny Person Detection in UAV Images. CICAI (1) (2023)
Han Bao, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief
User Cooperation with Power Control for Federated Learning in CFmMIMO Networks. ICC Workshops (2023)
Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. CoRR (2023)
Ruichen Zhang, Ke Xiong, Xingcong Tian, Yang Lu, Pingyi Fan, Khaled Ben Letaief
Inverse Reinforcement Learning Meets Power Allocation in Multi-user Cellular Networks. INFOCOM Workshops (2022)
Ruichen Zhang, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, Khaled Ben Letaief
Joint Coordinated Beamforming and Power Splitting Ratio Optimization in MU-MISO SWIPT-Enabled HetNets: A Multi-Agent DDQN-Based Approach. IEEE J. Sel. Areas Commun. 40 (2) (2022)
Ruichen Zhang, Ke Xiong, Wei Guo, Xi Yang, Pingyi Fan, Khaled Ben Letaief
Q-Learning-Based Adaptive Power Control in Wireless RF Energy Harvesting Heterogeneous Networks. IEEE Syst. J. 15 (2) (2021)
Ruichen Zhang, Shao-feng Bian, Houpu Li
RSPCN: Super-Resolution of Digital Elevation Model Based on Recursive Sub-Pixel Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 10 (8) (2021)
Ruichen Zhang, Xunjie Gou, Zeshui Xu
A multi-attribute decision-making framework for Chinese medicine medical diagnosis with correlation measures under double hierarchy hesitant fuzzy linguistic environment. Comput. Ind. Eng. 156 (2021)
Ruichen Zhang, Zeshui Xu, Xunjie Gou
An integrated method for multi-criteria decision-making based on the best-worst method and Dempster-Shafer evidence theory under double hierarchy hesitant fuzzy linguistic environment. Appl. Intell. 51 (2) (2021)
Qiyang Lu, Weiyuan Lin, Ruichen Zhang, Rui Chen, Xiaoyu Wei, Tingyu Li, Zhicheng Du, Zhaofeng Xie, Zhuliang Yu, Xinzhou Xie, Hui Liu
Validation and Diagnostic Performance of a CFD-Based Non-invasive Method for the Diagnosis of Aortic Coarctation. Frontiers Neuroinformatics 14 (2020)
Ruichen Zhang, Zongmin Li, Huchang Liao
Multiple-attribute decision-making method based on the correlation coefficient between dual hesitant fuzzy linguistic term sets. Knowl. Based Syst. 159 (2018)