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ORCIDRuichen Zhang 0001
Person information
- affiliation: Nanyang Technological University, College of Computing and Data Science, Singapore
- affiliation (PhD 2023): Beijing Jiaotong University (BJTU), School of Computer and Information Technology, China
Other persons with the same name
- Ruichen Zhang — disambiguation page
- Ruichen Zhang 0002
![[0000-0002-6144-9165]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-6144-9165")
— Sichuan University, Business School, Chengdu, China - Ruichen Zhang 0003 — Renmin University, School of Sociology and Population Studies, Beijing, China (and 1 more)
- Ruichen Zhang 0004 — University of North Carolina at Chapel Hill, NC, USA
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2020 – today
- 2026
[j35]Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato:
STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization. IEEE Trans. Cogn. Commun. Netw. 12: 312-326 (2026)- [j34]Weidong Zhang, Xuangou Wu, Tao Zhang, Xiujun Wang, Jiacheng Wang, Ruichen Zhang, Tong Wu, Jiawen Kang, Dusit Niyato:
Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition. IEEE Trans. Cogn. Commun. Netw. 12: 820-835 (2026) - [j33]Huimin Hu, Qiuyu Yu, Ruichen Zhang, Yinghui Ye, Fan Jiang, Jing Jiang, Dusit Niyato:
Minimizing Energy Consumption in UAV-Assisted Maritime Wireless Powered Networks With Constrained Age of Information. IEEE Trans. Cogn. Commun. Netw. 12: 4120-4133 (2026) - [j32]Ping Zhang, Kai Niu, Yiming Liu, Zijian Liang, Nan Ma, Xiaodong Xu, Wenjun Xu, Mengying Sun, Yinqiu Liu, Xiaoyun Wang, Ruichen Zhang:
Way to Build Native AI-Driven 6G Air Interface: Principles, Roadmap, and Outlook. IEEE Trans. Netw. Sci. Eng. 13: 3551-3565 (2026) - 2025
- [j31]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) - [j30]Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie:
Fast and High-Resolution Entangled Optical Quantum Radar Sensing Network for Complex Environment. IEEE Netw. 39(1): 104-115 (2025) - [j29]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. IEEE Netw. 39(6): 251-260 (2025) - [j28]Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim:
Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 8838-8855 (2025) - [j27]Yijing Liu, Hongyang Du, Xinyi Xu, Ruichen Zhang, Gang Feng, Bin Cao, Dusit Niyato, Dong In Kim, Abbas Jamalipour, Khaled Ben Letaief, Rahim Tafazolli:
A Survey of Integrating Generative Artificial Intelligence and 6G Mobile Services: Architectures, Solutions, Technologies and Outlooks. IEEE Trans. Cogn. Commun. Netw. 11(3): 1334-1356 (2025) - [j26]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. IEEE Trans. Cogn. Commun. Netw. 11(5): 3346-3360 (2025) - [j25]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. IEEE Trans. Commun. 73(4): 2431-2447 (2025) - [j24]Jingyang Cao, Mu Zhou, Ruichen Zhang, Dusit Niyato, Wei Nie, Zhu Han:
Robust Optical Quantum Imaging Framework With Entangled Photons in Oceanic Turbulent Environments. IEEE Trans. Commun. 73(8): 6290-6305 (2025) - [j23]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. IEEE Trans. Commun. 73(12): 14260-14274 (2025) - [j22]Hong Han, Yang Lu, Zihan Song, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato, Dong In Kim:
SWIPTNet: A Unified Deep Learning Framework for SWIPT Based on GNN and Transfer Learning. IEEE Trans. Mob. Comput. 24(10): 9477-9488 (2025) - [j21]Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim:
Embodied AI-Enhanced Vehicular Networks: An Integrated Vision Language Models and Reinforcement Learning Method. IEEE Trans. Mob. Comput. 24(11): 11494-11510 (2025) - [j20]Huimin Hu, Ruichen Zhang, Zhiguo Ding, Fan Jiang, Ruihong Jiang, Dusit Niyato:
Optimizing AoI in RIS-Aided Wireless Powered Backscatter-Active Communication Networks. IEEE Trans. Veh. Technol. 74(9): 14916-14921 (2025) - [j19]Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato, Yifei Peng:
Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System. IEEE Trans. Veh. Technol. 74(11): 18273-18278 (2025) - [j18]Xuefeng Wang, Yang Lu, Ruichen Zhang, Gaofeng Pan, Bo Ai, Dusit Niyato:
MaxMB: A Signal Detector for OFDM Receiver Based on Multi-Axis Attention and MBConv. IEEE Trans. Veh. Technol. 74(12): 19831-19836 (2025) - [j17]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. IEEE Trans. Wirel. Commun. 24(8): 6475-6489 (2025) - [j16]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) - [c7]Jie Dai, Yuchen Liu, Jiakang Zheng, Ruichen Zhang, Jiayi Zhang, Bo Ai:
Movable Cell-Free Massive MIMO For High-Speed Train Communications: A PPO-Based Antenna Position Optimization. ICC Workshops 2025: 38-43 - [c6]Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui:
Generative Semantic Communication for Joint Image Transmission and Segmentation. ICC Workshops 2025: 1110-1115 - [c5]Jing Zhang, Dongyang Gao, Jiacheng Wang, Zemin Sun, Shuang Liang, Ruichen Zhang, Geng Sun:
Real-Time Beam Tracking Algorithm for UAVs in Millimeter-wave Networks with Adaptive Beamwidth Adjustment. IWCMC 2025: 770-775 - [c4]Jiacheng Wang, Changyuan Zhao, Ruichen Zhang, Yinqiu Liu, Geng Sun, Nan Ma, Dusit Niyato:
Generative AI Based Data Augmentation for Integrated Sensing and Communications Networks. IWCMC 2025: 973-978 - [i69]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) - [i68]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) - [i67]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) - [i66]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) - [i65]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) - [i64]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) - [i63]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) - [i62]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) - [i61]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) - [i60]Bisheng Wei, Ruichen Zhang, Ruihong Jiang, Mugen Peng, Dusit Niyato:
LAURA: LLM-Assisted UAV Routing for AoI Minimization. CoRR abs/2503.23132 (2025) - [i59]Lingyi Cai, Jiacheng Wang, Ruichen Zhang, Yu Zhang, Tao Jiang, Dusit Niyato, Xianbin Wang, Abbas Jamalipour, Xuemin Shen:
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey. CoRR abs/2504.09153 (2025) - [i58]Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim:
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey. CoRR abs/2504.15622 (2025) - [i57]Chuang Zhang, Geng Sun, Jiahui Li, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Shiwen Mao, Tony Q. S. Quek:
Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications. CoRR abs/2504.16146 (2025) - [i56]Yunting Xu, Jiacheng Wang, Ruichen Zhang, Changyuan Zhao, Dusit Niyato, Jiawen Kang, Zehui Xiong, Bo Qian, Haibo Zhou, Shiwen Mao, Abbas Jamalipour, Xuemin Shen, Dong In Kim:
Decentralization of Generative AI via Mixture of Experts for Wireless Networks: A Comprehensive Survey. CoRR abs/2504.19660 (2025) - [i55]Ruichen Zhang, Yinqiu Liu, Shunpu Tang, Jiacheng Wang, Dusit Niyato, Geng Sun, Yonghui Li, Sumei Sun:
Covert Prompt Transmission for Secure Large Language Model Services. CoRR abs/2504.21311 (2025) - [i54]Shunpu Tang, Yuanyuan Jia, Qianqian Yang, Ruichen Zhang, Jihong Park, Dusit Niyato:
Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models. CoRR abs/2505.01209 (2025) - [i53]Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato:
Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications. CoRR abs/2505.04068 (2025) - [i52]Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Shiwen Mao:
LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links. CoRR abs/2505.11978 (2025) - [i51]Yinqiu Liu, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Zehui Xiong, Zhu Han:
LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach. CoRR abs/2505.12247 (2025) - [i50]Lingyi Cai, Ruichen Zhang, Changyuan Zhao, Yu Zhang, Jiawen Kang, Dusit Niyato, Tao Jiang, Xuemin Shen:
Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking. CoRR abs/2505.21045 (2025) - [i49]Xudong Wang, Jian Zhu, Ruichen Zhang, Lei Feng, Dusit Niyato, Jiacheng Wang, Hongyang Du, Shiwen Mao, Zhu Han:
Chain-of-Thought for Large Language Model-empowered Wireless Communications. CoRR abs/2505.22320 (2025) - [i48]Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Zehui Xiong, Sumei Sun, Abbas Jamalipour:
Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception. CoRR abs/2505.23275 (2025) - [i47]Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Gaosheng Zhao, Dusit Niyato, Geng Sun, Shiwen Mao, Dong In Kim:
World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks. CoRR abs/2506.00417 (2025) - [i46]Haoxiang Luo, Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Zehui Xiong, Xianbin Wang, Xuemin Shen:
Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration. CoRR abs/2507.00672 (2025) - [i45]Xiaozheng Gao, Yichen Wang, Bosen Liu, Xiao Zhou, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Dong In Kim, Abbas Jamalipour, Chau Yuen, Jianping An, Kai Yang:
Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches. CoRR abs/2507.14633 (2025) - [i44]Rongsheng Zhang, Ruichen Zhang, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato:
Mamba for Wireless Communications and Networking: Principles and Opportunities. CoRR abs/2508.00403 (2025) - [i43]Yunting Xu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Deepu Rajan, Liang Yu, Haibo Zhou, Abbas Jamalipour, Xianbin Wang:
Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications. CoRR abs/2508.00583 (2025) - [i42]Nguyen Cong Luong, Nguyen Duc Hai, Duc Van Le, Huy T. Nguyen, Thai-Hoc Vu, Thien Huynh-The, Ruichen Zhang, Nguyen Duc Duy Anh, Dusit Niyato, Marco Di Renzo, Dong In Kim, Quoc-Viet Pham:
Diffusion Models for Future Networks and Communications: A Comprehensive Survey. CoRR abs/2508.01586 (2025) - [i41]Chenbo Hu, Ruichen Zhang, Bo Li, Xu Jiang, Nan Zhao, Marco Di Renzo, Dusit Niyato, Arumugam Nallanathan, George K. Karagiannidis:
Generative AI-Empowered Secure Communications in Space-Air-Ground Integrated Networks: A Survey and Tutorial. CoRR abs/2508.01983 (2025) - [i40]Changyuan Zhao, Guangyuan Liu, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Jiawen Kang, Dusit Niyato, Zan Li, Xuemin Shen, Zhu Han, Sumei Sun, Chau Yuen, Dong In Kim:
Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges. CoRR abs/2508.09561 (2025) - [i39]Ping Zhang, Kai Niu, Yiming Liu, Zijian Liang, Nan Ma, Xiaodong Xu, Wenjun Xu, Mengying Sun, Yinqiu Liu, Xiaoyun Wang, Ruichen Zhang:
Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook. CoRR abs/2508.15277 (2025) - [i38]Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Zhu Han:
Real World Assets on-Chain Assistance Low-Altitude Computility Networks: Architecture, Methodology, and Challenges. CoRR abs/2508.17911 (2025) - [i37]Ruichen Zhang, Guangyuan Liu, Yinqiu Liu, Changyuan Zhao, Jiacheng Wang, Yunting Xu, Dusit Niyato, Jiawen Kang, Yonghui Li, Shiwen Mao, Sumei Sun, Xuemin Shen, Dong In Kim:
Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions. CoRR abs/2508.18725 (2025) - [i36]Yinqiu Liu, Ruichen Zhang, Haoxiang Luo, Yijing Lin, Geng Sun, Dusit Niyato, Hongyang Du, Zehui Xiong, Yonggang Wen, Abbas Jamalipour, Dong In Kim, Ping Zhang:
Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey. CoRR abs/2508.19870 (2025) - [i35]Bisheng Wei, Ruihong Jiang, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Yaohua Sun, Yang Lu, Yonghui Li, Shiwen Mao, Chau Yuen, Marco Di Renzo, Mugen Peng:
Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial. CoRR abs/2509.05946 (2025) - [i34]Yanwei Gong, Ruichen Zhang, Xiaoqing Wang, Xiaolin Chang, Bo Ai, Junchao Fan, Bocheng Ju, Dusit Niyato:
Towards Reliable Service Provisioning for Dynamic UAV Clusters in Low-Altitude Economy Networks. CoRR abs/2509.06112 (2025) - [i33]Haoxiang Luo, Yu Yan, Yanhui Bian, Wenjiao Feng, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Abbas Jamalipour, Shiwen Mao:
AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives. CoRR abs/2509.09193 (2025) - [i32]Ping Zhang, Xiaodong Xu, Mengying Sun, Haixiao Gao, Nan Ma, Xiaoyun Wang, Ruichen Zhang, Jiacheng Wang, Dusit Niyato:
Towards Native AI in 6G Standardization: The Roadmap of Semantic Communication. CoRR abs/2509.12758 (2025) - [i31]Mingyi Luo, Ruichen Zhang, Xiangwang Hou, Jun Du, Chunxiao Jiang, Yong Ren, Dusit Niyato, Shiwen Mao:
Agentic AI Reasoning for Mobile Edge General Intelligence: Fundamentals, Approaches, and Directions. CoRR abs/2509.23248 (2025) - [i30]Yan Sun, Yinqiu Liu, Shaoyong Guo, Ruichen Zhang, Jiacheng Wang, Xuesong Qiu, Geng Sun, Weifeng Gong, Dusit Niyato, Qihui Wu:
A Synergy of Computing Power Networks and Low-Altitude Economy Intelligent Communications: Challenges, Design Principles, and Research Directions. CoRR abs/2509.23810 (2025) - [i29]Chengzhen Li, Likun Zhang, Chuang Zhang, Jiahui Li, Changyuan Zhao, Ruichen Zhang, Geng Sun:
Wireless Laser Power Transfer for Low-altitude Uncrewed Aerial Vehicle-assisted Internet of Things: Paradigms, Challenges, and Solutions. CoRR abs/2510.00477 (2025) - [i28]Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Geng Sun, Xianbin Wang, Shiwen Mao, Abbas Jamalipour:
From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions. CoRR abs/2510.05596 (2025) - [i27]Yang Li, Ruichen Zhang, Yinqiu Liu, Guangyuan Liu, Dusit Niyato, Abbas Jamalipour, Xianbin Wang, Dong In Kim:
Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization. CoRR abs/2510.10028 (2025) - [i26]Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Hongyang Du, Zehui Xiong, Dong In Kim, Ping Zhang:
SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks. CoRR abs/2511.01466 (2025) - [i25]Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Sumei Sun, Abbas Jamalipour, Ping Zhang:
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets. CoRR abs/2511.05972 (2025) - [i24]Yan Sun, Yinqiu Liu, Shao-Yong Guo, Ruichen Zhang, Jiacheng Wang, Feng Qi, Xuesong Qiu, Dusit Niyato:
Toward Integrated Air-Ground Computing and Communications: A Synergy of Computing Power Networks and Low-Altitude Economy Network. CoRR abs/2511.18720 (2025) - [i23]Yuxuan Wu, Linghan Ma, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Shunpu Tang, Zehui Xiong, Zhu Han, Zhaohui Yang, Kaibin Huang, Zhaoyang Zhang, Kai-Kit Wong:
Towards Edge General Intelligence: Knowledge Distillation for Mobile Agentic AI. CoRR abs/2511.19947 (2025) - [i22]Lingyi Cai, Wenjie Fu, Yuxi Huang, Ruichen Zhang, Yinqiu Liu, Jiawen Kang, Zehui Xiong, Tao Jiang, Dusit Niyato, Xianbin Wang, Shiwen Mao, Xuemin Sherman Shen:
Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks. CoRR abs/2512.03722 (2025) - 2024
- [j15]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:
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. IEEE Commun. Surv. Tutorials 26(4): 2611-2646 (2024) - [j14]Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim:
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) - [j13]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): 178-186 (2024) - [j12]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): 259-267 (2024) - [j11]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. IEEE Netw. 38(6): 414-424 (2024) - [j10]Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie:
Entangled Optical Quantum Imaging Method Assisted by AUVs Based on Underwater Light Transmission Characteristics. IEEE Trans. Veh. Technol. 73(10): 15664-15668 (2024) - [j9]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): 6701-6718 (2024) - [j8]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. IEEE Wirel. Commun. 31(6): 10-20 (2024) - [j7]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): 4-8 (2024) - [j6]Wanle Zhang, Ke Xiong, Ruichen Zhang, Pingyi Fan, Khaled Ben Letaief:
SEE Maximization in RIS-Aided Network With RSMA: A PPO-SCF Method. IEEE Wirel. Commun. Lett. 13(12): 3315-3319 (2024) - [c3]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 - [i21]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 abs/2401.11391 (2024) - [i20]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) - [i19]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) - [i18]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) - [i17]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) - [i16]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) - [i15]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) - [i14]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) - [i13]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) - [i12]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) - [i11]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) - [i10]Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui:
Generative Semantic Communication for Joint Image Transmission and Segmentation. CoRR abs/2411.18005 (2024) - [i9]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) - [i8]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) - [i7]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) - [i6]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
- [j5]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): 1413-1430 (2023) - [j4]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): 12413-12418 (2023) - [j3]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): 1264-1268 (2023) - [c2]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: 122-127 - [i5]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 abs/2304.03446 (2023) - [i4]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 abs/2304.11098 (2023) - [i3]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 abs/2308.05384 (2023) - [i2]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 abs/2311.06523 (2023) - [i1]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 abs/2311.11094 (2023) - 2022
- [j2]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): 677-693 (2022) - [c1]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: 1-2 - 2021
- [j1]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): 1861-1872 (2021)
Coauthor Index
[j35] [j34] [j33] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [c4] [i69] [i68] [i67] [i66] [i65] [i64] [i63] [i62] [i61] [i60] [i59] [i57] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [j15] [j14] [j13] [j12] [j11] [j10] [j8] [j7] [c3] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i9] [i8] [i7] [i6] [j4] [c2] [i5] [i4] [i3] [i2] [i1]
Xuemin Shen
aka: Xuemin Sherman Shen
aka: Xuemin Sherman Shen
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