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Ruichen Zhang
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2020 – today
- 2025
- [j30]Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han:
Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models. IEEE Internet Things Mag. 8(1): 82-91 (2025) - [j29]Jingyang Cao
, Mu Zhou, Dusit Niyato
Fast and High-Resolution Entangled Optical Quantum Radar Sensing Network for Complex Environment. IEEE Netw. 39(1): 104-115 (2025) - [j28]Jiakang Zheng
Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach. IEEE Trans. Commun. 73(4): 2431-2447 (2025) - [j27]Yang Lu, Yuhang Li, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato:
Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation. IEEE Wirel. Commun. 32(1): 150-156 (2025) - [i35]Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim:
Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method. CoRR abs/2501.01141 (2025) - [i34]Yushen Lin, Ruichen Zhang, Wenqi Huang, Kaidi Wang, Zhiguo Ding, Daniel K. C. So, Dusit Niyato:
Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework. CoRR abs/2501.09631 (2025) - [i33]Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato:
Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System. CoRR abs/2501.15091 (2025) - [i32]Hanwen Zhang, Ruichen Zhang, Wei Zhang, Dusit Niyato, Yonggang Wen:
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Electric Vehicles. CoRR abs/2501.15544 (2025) - [i31]Ruichen Zhang, Mufan Qiu, Zhen Tan, Mohan Zhang, Vincent Lu, Jie Peng, Kaidi Xu, Leandro Z. Agudelo, Peter Qian, Tianlong Chen:
Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs. CoRR abs/2502.07942 (2025) - [i30]Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Xianbin Wang, Dong In Kim, Hongyang Du:
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning. CoRR abs/2502.11386 (2025) - [i29]Ruichen Zhang, Shunpu Tang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Sumei Sun, Shiwen Mao, Zhu Han:
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking. CoRR abs/2502.16866 (2025) - [i28]Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen:
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. CoRR abs/2503.01682 (2025) - [i27]Xudong Wang, Jiacheng Wang, Lei Feng, Dusit Niyato, Ruichen Zhang, Jiawen Kang, Zehui Xiong, Hongyang Du, Shiwen Mao:
Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions. CoRR abs/2503.06149 (2025) - [i26]Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam:
Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. CoRR abs/2503.10058 (2025) - [i25]Shunpu Tang, Yuhao Chen, Qianqian Yang, Ruichen Zhang, Dusit Niyato, Zhiguo Shi:
Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers. CoRR abs/2503.23103 (2025) - [i24]Bisheng Wei, Ruichen Zhang, Ruihong Jiang, Mugen Peng, Dusit Niyato:
LAURA: LLM-Assisted UAV Routing for AoI Minimization. CoRR abs/2503.23132 (2025) - 2024
- [j26]Hongyang Du
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. IEEE Commun. Surv. Tutorials 26(4): 2611-2646 (2024) - [j25]Ruichen Zhang
From Propaganda to Memes: Resignification of Political Discourse Through Memes on the Chinese Internet. Int. J. Hum. Comput. Interact. 40(11): 3030-3049 (2024) - [j24]Ruichen Zhang
Generative AI Agents With Large Language Model for Satellite Networks via a Mixture of Experts Transmission. IEEE J. Sel. Areas Commun. 42(12): 3581-3596 (2024) - [j23]Hongyang Du
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. IEEE Netw. 38(3): 178-186 (2024) - [j22]Ruichen Zhang
Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study. IEEE Netw. 38(4): 259-267 (2024) - [j21]Ruichen Zhang
Interactive AI With Retrieval-Augmented Generation for Next Generation Networking. IEEE Netw. 38(6): 414-424 (2024) - [j20]Jingyang Cao
Entangled Optical Quantum Imaging Method Assisted by AUVs Based on Underwater Light Transmission Characteristics. IEEE Trans. Veh. Technol. 73(10): 15664-15668 (2024) - [j19]Ruichen Zhang
SWIPT-Enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-Based Approach. IEEE Trans. Wirel. Commun. 23(7): 6701-6718 (2024) - [j18]Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong
Generative AI for Space-Air-Ground Integrated Networks. IEEE Wirel. Commun. 31(6): 10-20 (2024) - [j17]Xingcong Tian, Ke Xiong
Sum Rate Maximization in Multi-Cell Multi-User Networks: An Inverse Reinforcement Learning-Based Approach. IEEE Wirel. Commun. Lett. 13(1): 4-8 (2024) - [j16]Wanle Zhang, Ke Xiong
SEE Maximization in RIS-Aided Network With RSMA: A PPO-SCF Method. IEEE Wirel. Commun. Lett. 13(12): 3315-3319 (2024) - [c5]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: 799-803 - [i23]Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang
Interactive AI with Retrieval-Augmented Generation for Next Generation Networking. CoRR abs/2401.11391 (2024) - [i22]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 abs/2404.01583 (2024) - [i21]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 abs/2404.08878 (2024) - [i20]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 abs/2404.09134 (2024) - [i19]Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han:
Generative AI for Low-Carbon Artificial Intelligence of Things. CoRR abs/2404.18077 (2024) - [i18]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 abs/2405.12472 (2024) - [i17]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Octavia A. Dobre, Bo Ai:
Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach. CoRR abs/2409.14702 (2024) - [i16]Jian Liu, Ming Xiao, Jinbo Wen, Jiawen Kang, Ruichen Zhang, Tao Zhang, Dusit Niyato, Weiting Zhang, Ying Liu:
Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach. CoRR abs/2409.17506 (2024) - [i15]Ruichen Zhang, Yuguang Yao, Zhen Tan, Zhiming Li, Pan Wang, Huan Liu, Jingtong Hu, Sijia Liu, Tianlong Chen:
FairSkin: Fair Diffusion for Skin Disease Image Generation. CoRR abs/2410.22551 (2024) - [i14]Yangbo Guo, Jianhui Fan, Ruichen Zhang, Baofang Chang, Derrick Wing Kwan Ng, Dusit Niyato, Dong In Kim:
Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks with RSMA: A DS-PPO approach. CoRR abs/2411.09146 (2024) - [i13]Ruichen Zhang, Jiayi He, Xiaofeng Luo, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li, Biplab Sikdar:
Toward Democratized Generative AI in Next-Generation Mobile Edge Networks. CoRR abs/2411.09148 (2024) - [i12]Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato:
STAR-RIS Enabled ISAC Systems: Joint Rate Splitting and Beamforming Optimization. CoRR abs/2411.09154 (2024) - [i11]Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei
Generative Semantic Communication for Joint Image Transmission and Segmentation. CoRR abs/2411.18005 (2024) - [i10]Yinqiu Liu, Guangyuan Liu, Ruichen Zhang, Dusit Niyato, Zehui Xiong, Dong In Kim, Kaibin Huang, Hongyang Du:
Hallucination-aware Optimization for Large Language Model-empowered Communications. CoRR abs/2412.06007 (2024) - [i9]Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao:
When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study. CoRR abs/2412.07189 (2024) - [i8]Haotian Zheng, Jinke Ren, Yushan Sun, Ruichen Zhang, Wenbo Zhang, Zhen Li, Dusit Niyato, Shuguang Cui, Yatong Han:
Adaptive Pruning for Large Language Models with Structural Importance Awareness. CoRR abs/2412.15127 (2024) - [i7]Shunpu Tang, Ruichen Zhang, Yuxuan Yan, Qianqian Yang, Dusit Niyato, Xianbin Wang, Shiwen Mao:
Retrieval-augmented Generation for GenAI-enabled Semantic Communications. CoRR abs/2412.19494 (2024) - 2023
- [j15]Clare Foster, Ruichen Zhang
Special Issue: Iteration and persuasion as key conditions of digital societies. AI Soc. 38(5): 1981-1986 (2023) - [j14]Ruichen Zhang
Re-directing socialist persuasion through affective reiteration: a discourse analysis of 'Socialist Memes' on the Chinese internet. AI Soc. 38(5): 2093-2104 (2023) - [j13]Ruichen Zhang
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): 23-49 (2023) - [j12]Zhaoqilin Yang
SRI3D: Two-stream inflated 3D ConvNet based on sparse regularization for action recognition. IET Image Process. 17(5): 1438-1448 (2023) - [j11]Ruichen Zhang
Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach. IEEE J. Sel. Areas Commun. 41(5): 1413-1430 (2023) - [j10]Bei Liu
Application of the Fourier Series Expansion Method for the Inversion of Gravity Gradients using Gravity Anomalies. Remote. Sens. 15(1): 230 (2023) - [j9]Yichi Zhang, Yang Lu
Deep Reinforcement Learning for Secrecy Energy Efficiency Maximization in RIS-Assisted Networks. IEEE Trans. Veh. Technol. 72(9): 12413-12418 (2023) - [j8]Yuhang Li, Yang Lu
Deep Learning for Energy Efficient Beamforming in MU-MISO Networks: A GAT-Based Approach. IEEE Wirel. Commun. Lett. 12(7): 1264-1268 (2023) - [c4]Ruichen Zhang, Qiong Liu, Kejun Wu:
EFPNet: Effective Fusion Pyramid Network for Tiny Person Detection in UAV Images. CICAI (1) 2023: 281-292 - [c3]Han Bao, Ke Xiong, Ruichen Zhang, Pingyi Fan
User Cooperation with Power Control for Federated Learning in CFmMIMO Networks. ICC Workshops 2023: 122-127 - [c2]Lei Yang
Using SHAP to Measure Interpretability of Neuronal Feature Visualization. VINCI 2023: 30:1-30:3 - [i6]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang
Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. CoRR abs/2304.03446 (2023) - [i5]Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang
Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study. CoRR abs/2304.11098 (2023) - [i4]Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. CoRR abs/2308.05384 (2023) - [i3]Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang
Generative AI for Space-Air-Ground Integrated Networks (SAGIN). CoRR abs/2311.06523 (2023) - [i2]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang
User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content. CoRR abs/2311.11094 (2023) - [i1]Ruichen Zhang:
Perceptual Similarity guidance and text guidance optimization for Editing Real Images using Guided Diffusion Models. CoRR abs/2312.06680 (2023) - 2022
- [j7]Ruichen Zhang
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): 677-693 (2022) - [c1]Ruichen Zhang, Ke Xiong, Xingcong Tian, Yang Lu, Pingyi Fan
Inverse Reinforcement Learning Meets Power Allocation in Multi-user Cellular Networks. INFOCOM Workshops 2022: 1-2 - 2021
- [j6]Ruichen Zhang
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): 713-735 (2021) - [j5]Ruichen Zhang, Xunjie Gou
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: 107243 (2021) - [j4]Ruichen Zhang
RSPCN: Super-Resolution of Digital Elevation Model Based on Recursive Sub-Pixel Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 10(8): 501 (2021) - [j3]Ruichen Zhang
Q-Learning-Based Adaptive Power Control in Wireless RF Energy Harvesting Heterogeneous Networks. IEEE Syst. J. 15(2): 1861-1872 (2021) - 2020
- [j2]Qiyang Lu, Weiyuan Lin
Validation and Diagnostic Performance of a CFD-Based Non-invasive Method for the Diagnosis of Aortic Coarctation. Frontiers Neuroinformatics 14: 613666 (2020)
2010 – 2019
- 2018
- [j1]Ruichen Zhang, Zongmin Li
Multiple-attribute decision-making method based on the correlation coefficient between dual hesitant fuzzy linguistic term sets. Knowl. Based Syst. 159: 186-192 (2018)
Coauthor Index
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