Ruichen Zhang

According to our database, Ruichen Zhang authored at least 155 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Large Language Model-Enhanced Deep Reinforcement Learning for Secure Data Collection in Low-Altitude Economy Networking.

Lingyi Cai, Ruichen Zhang, Jiacheng Wang, Yu Zhang, Miaoran Peng, Tao Jiang, Dusit Niyato, Wei Ni, Abbas Jamalipour, Dong In Kim

IEEE Trans. Mob. Comput., July, 2026

AoI-Driven Cooperative Energy Transfer and Data Collection for Multi-UAV Low-Altitude Economy Networks.

Huimin Hu, Haizhou Tang, Ruichen Zhang, Fan Jiang, Chau Yuen, Dusit Niyato

IEEE Trans. Veh. Technol., June, 2026

Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework With Multi-Agent Learning.

Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Geng Sun, Hongyang Du, Zan Li, Abbas Jamalipour, Dong In Kim

IEEE Trans. Mob. Comput., June, 2026

GNN-Enabled Coordinated Beamforming Design for High Speed Railway Communication Systems.

Changpeng He, Yang Lu, Ruichen Zhang, Yidong Li, Bo Ai, Dusit Niyato

IEEE Trans. Mob. Comput., June, 2026

Secure Waveform Computation for Federated 6G Network: Challenges and Standardization.

Jie Zheng, Dusit Niyato, Jiacheng Wang, Ruichen Zhang, Zehui Xiong, Abbas Jamalipour, Dong In Kim

IEEE Commun. Stand. Mag., June, 2026

AICL: Autonomous Intent-Driven Control Loop to Mitigate Intent Drifts in Software-Defined Networking.

Huimin Jing, Chungang Yang, Ruichen Zhang, Shiwen Kou, Dusit Niyato

IEEE Commun. Mag., June, 2026

LLM-Empowered Agentic AI for QoE-Aware Network Slicing Management in Industrial IoT.

Xudong Wang, Lei Feng, Ruichen Zhang, Fanqin Zhou, Hongyang Du, Wenjing Li, Dusit Niyato, Abbas Jamalipour, Ping Zhang

IEEE Netw., May, 2026

Efficient and Privacy-Preserving Distribution Statistics Analytics on Mobile Spatial Data.

Xuhao Ren, Mingyang Zhao, Ruichen Zhang, Liehuang Zhu, Dusit Niyato, Bin Xiao

CoRR, May, 2026

Skill Description Deception Attack against Task Routing in Internet of Agents.

Jiayi He, Xiaofeng Luo, Jiawen Kang, Ruichen Zhang, Jianhang Tang, Dong In Kim

CoRR, May, 2026

Hallucination in Generative AI-Enabled Wireless Communications: Concepts, Issues, and Solutions.

Xudong Wang, Jiacheng Wang, Lei Feng, Dusit Niyato, Ruichen Zhang, Jiawen Kang, Zehui Xiong, Hongyang Du, Shiwen Mao

IEEE Commun. Mag., May, 2026

Generative AI-Enabled Wireless Communications for Robust Low-Altitude Economy Networking.

Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Hongyang Du, Dong In Kim, Abbas Jamalipour

IEEE Wirel. Commun., April, 2026

When Knowledge Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study.

Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao

IEEE Wirel. Commun., April, 2026

Joint Scheduling and Power Control in AoI-Oriented WP-IoT Networks: An HVF-Based PPO Approach.

Huimin Hu, Haizhou Tang, Ruichen Zhang, Fan Jiang, Zhiguo Ding, Dusit Niyato

IEEE Trans. Veh. Technol., April, 2026

Networking-Aware Energy Efficiency in Agentic AI Inference: A Survey.

Xiaojing Chen, Haiqi Yu, Wei Ni, Dusit Niyato, Ruichen Zhang, Xin Wang, Shunqing Zhang, Shugong Xu

CoRR, April, 2026

Large Language Model-Enabled Reinforcement Learning for Wireless Network Optimization.

Jie Zheng, Ruichen Zhang, Dusit Niyato, Haijun Zhang, Jiacheng Wang, Hongyang Du, Jiawen Kang, Zehui Xiong

IEEE Commun. Mag., April, 2026

Optimizing Generative AI Networking: A Dual Perspective With Multi-Agent Systems and Mixture of Experts.

Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Dong In Kim

IEEE Internet Things Mag., March, 2026

Real World Assets On-Chain Assistance Low-Altitude Computility Networks: Architecture, Methodology, and Challenges.

Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Zhu Han

IEEE Internet Things Mag., March, 2026

Wireless Laser Power Transfer for Low-Altitude Uncrewed Aerial Vehicle-Assisted Internet of Things: Paradigms, Challenges, and Solutions.

Chengzhen Li, Likun Zhang, Chuang Zhang, Jiahui Li, Changyuan Zhao, Ruichen Zhang, Geng Sun

IEEE Internet Things Mag., March, 2026

Leveraging Large Vision Model for Multi-UAV Co-perception in Low-Altitude Wireless Networks.

Yunting Xu, Jiacheng Wang, Ruichen Zhang, Changyuan Zhao, Yinqiu Liu, Dusit Niyato, Liang Yu, Haibo Zhou, Dong In Kim

CoRR, March, 2026

Delayed Backdoor Attacks: Exploring the Temporal Dimension as a New Attack Surface in Pre-Trained Models.

Zikang Ding, Haomiao Yang, Meng Hao, Wenbo Jiang, Kunlan Xiang, Runmeng Du, Yijing Liu, Ruichen Zhang, Dusit Niyato

CoRR, March, 2026

Efficient Cross-View Localization in 6G Space-Air-Ground Integrated Network.

Min Hao, Yanbing Xu, Maoqiang Wu, Jinglin Huang, Chen Shang, Jiacheng Wang, Ruichen Zhang, Jiawen Kang, Dusit Niyato, Zhu Han, Wei Ni

CoRR, March, 2026

Joint Visible Light and RF Backscatter Communications for Ambient IoT Network: Fundamentals, Applications, and Opportunities.

Boxuan Xie, Yifan Zhang, Kalle Koskinen, Alexis A. Dowhuszko, Jiacheng Wang, Ruichen Zhang, Zehui Xiong, Dusit Niyato, Zhu Han, Riku Jäntti

CoRR, March, 2026

Federated Agentic AI for Wireless Networks: Fundamentals, Approaches, and Applications.

Lingyi Cai, Yu Zhang, Ruichen Zhang, Yinqiu Liu, Tao Jiang, Dusit Niyato, Wei Ni, Abbas Jamalipour

CoRR, March, 2026

Hallucination-Aware Optimization for Large Language Model-Empowered Communications.

Yinqiu Liu, Guangyuan Liu, Ruichen Zhang, Dusit Niyato, Zehui Xiong, Dong In Kim, Kaibin Huang, Hongyang Du

IEEE Commun. Mag., March, 2026

Retrieval-Augmented Generation for GenAI-Enabled Semantic Communications.

Shunpu Tang, Ruichen Zhang, Yuxuan Yan, Qianqian Yang, Dusit Niyato, Xianbin Wang, Shiwen Mao

IEEE Wirel. Commun., February, 2026

Efficient Multi-Party Secure Comparison over Different Domains with Preprocessing Assistance.

Kaiwen Wang, Xiaolin Chang, Yuehan Dong, Ruichen Zhang

CoRR, February, 2026

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing.

Ruichen Zhang, Xiaofeng Luo, Jiayi He, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li

CoRR, February, 2026

Large Language Model (LLM)-enabled Reinforcement Learning for Wireless Network Optimization.

Jie Zheng, Ruichen Zhang, Dusit Niyato, Haijun Zhang, Jiacheng Wang, Hongyang Du, Jiawen Kang, Zehui Xiong

CoRR, February, 2026

Real-World Asset Integration in Next-Generation Communication Networks: Fundamental, Framework, and Case Study.

Tingxuan Su, Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Dusit Niyato

CoRR, February, 2026

Monero-Based Group Covert Transmission With Fine-Grained Access Control.

Zhenshuai Yue, Yuhe Qiu, Xiaolin Chang, Yanwei Gong, Junchao Fan, Ruichen Zhang

IEEE Trans. Computers, January, 2026

Multi-Agent Collaborative Intrusion Detection for Low-Altitude Economy IoT: An LLM-Enhanced Agentic AI Framework.

Hongjuan Li, Hui Kang, Jiahui Li, Geng Sun, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Wei Ni, Abbas Jamalipour

CoRR, January, 2026

IGAA: Intent-Driven General Agentic AI for Edge Services Scheduling using Generative Meta Learning.

Yan Sun, Yinqiu Liu, Shao-Yong Guo, Ruichen Zhang, Feng Qi, Xuesong Qiu, Weifeng Gong, Dusit Niyato, Qihui Wu

CoRR, January, 2026

Cross-reality Location Privacy Protection in 6G-enabled Vehicular Metaverses: An LLM-enhanced Hybrid Generative Diffusion Model-based Approach.

Xiaofeng Luo, Jiayi He, Jiawen Kang, Ruichen Zhang, Zhaoshui He, Ekram Hossain, Dong In Kim

CoRR, January, 2026

Unleashing Tool Engineering and Intelligence for Agentic AI in Next-Generation Communication Networks.

Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Abbas Jamalipour, Trung Q. Duong, Dong In Kim

CoRR, January, 2026

State Backdoor: Towards Stealthy Real-world Poisoning Attack on Vision-Language-Action Model in State Space.

Ji Guo, Wenbo Jiang, Yansong Lin, Yijing Liu, Ruichen Zhang, Guomin Lu, Aiguo Chen, Xinshuo Han, Hongwei Li, Dusit Niyato

CoRR, January, 2026

Rethinking Secure Semantic Communications in the Age of Generative and Agentic AI: Threats and Opportunities.

Shunpu Tang, Yuanyuan Jia, Zijiu Yang, Qianqian Yang, Ruichen Zhang, Jun Du, Jihong Park, Zhiguo Shi, Jiming Chen

CoRR, January, 2026

Leveraging Large Language Models for Multi-Objective and Adaptive SFC Deployment: Techniques, Case Study, and Promising Directions.

Longlong Zhu, Jiashuo Yu, Xiang Chen, Zhifan Jiang, Xuan Liu, Jianshan Zhang, Xu Yang, Ruichen Zhang, Dusit Niyato, Xun Yi, Ibrahim Khalil, Dong Zhang, Chunming Wu

IEEE Commun. Mag., January, 2026

Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking.

Ruichen Zhang, Shunpu Tang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Sumei Sun, Shiwen Mao, Zhu Han

IEEE Commun. Mag., January, 2026

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception.

Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Zehui Xiong, Sumei Sun, Abbas Jamalipour

IEEE Commun. Mag., January, 2026

LAURA: LLM-Assisted UAV Routing for AoI Minimization.

Bisheng Wei, Ruichen Zhang, Ruihong Jiang, Mugen Peng, Dusit Niyato

IEEE Wirel. Commun. Lett., 2026

Large Language Model-Enabled Sensing-Aided Communication.

Jifa Zhang, Ruichen Zhang, Na Deng, Chengwen Xing, Nan Zhao, Dusit Niyato, Naofal Al-Dhahir, George K. Karagiannidis

IEEE Trans. Wirel. Commun., 2026

Rotatable Antenna Enabled Multi-Cell Mixed Near-Field and Far-Field Communications.

Yunpu Zhang, Changsheng You, Ruichen Zhang, Beixiong Zheng, Hing Cheung So, Dusit Niyato, Tony Q. S. Quek

IEEE Trans. Wirel. Commun., 2026

Modeling and Analysis of Movable Antenna Aided MIMO Wideband UAV-to-UAV Channels for Low-Altitude Economy Networks.

Linzhou Zeng, Xuewen Liao, Zhangfeng Ma, Ruichen Zhang, Dusit Niyato, Hao Jiang, Chengxiang Wang

IEEE Trans. Wirel. Commun., 2026

PP-MoE: A Physics-Prioritized Mixture of Experts Scheme for Adaptive Channel Estimation.

Xiaoming Yuan, Yanbing Lin, Ruichen Zhang, Ning Zhang, Shuyu Wang, Dusit Niyato, Changle Li

IEEE Trans. Wirel. Commun., 2026

Age of Information (AoI)-Aware Joint Optimization for Active RIS and NOMA-Assisted AGMEC Networks.

Zhaoyuan Shi, Zhipeng Bi, Ruichen Zhang, Huabing Lu, Chongwen Huang, Helin Yang, Jun Cai, Dusit Niyato

IEEE Trans. Wirel. Commun., 2026

Beyond Shannon: Semantic Information Theory and Methodology.

Ping Zhang, Kai Niu, Zijian Liang, Changshuo Wang, Jiatong Wu, Yiming Liu, Wenjun Xu, Nan Ma, Xiaodong Xu, Ruichen Zhang

IEEE Trans. Netw. Sci. Eng., 2026

Way to Build Native AI-Driven 6G Air Interface: Principles, Roadmap, and Outlook.

Ping Zhang, Kai Niu, Yiming Liu, Zijian Liang, Nan Ma, Xiaodong Xu, Wenjun Xu, Mengying Sun, Yinqiu Liu, Xiaoyun Wang, Ruichen Zhang

IEEE Trans. Netw. Sci. Eng., 2026

Garland: Graph Neural Network-Based Federated Recommendation With Malicious Security via Secret-Shared Shuffle.

Chenfei Hu, Zihao Xu, Chuan Zhang, Ruichen Zhang, Dusit Niyato, Liehuang Zhu

IEEE Trans. Inf. Forensics Secur., 2026

FEDMGame: Distributed Fairness-Aware DDoS Mitigation in Mobile Edge Computing.

Jie Pan, Guangming Cui, Jintao Wu, Yiwen Zhang, Ruichen Zhang, Xiaolong Xu

IEEE Trans. Dependable Secur. Comput., 2026

Advanced Deep Reinforcement Learning for Agentic AI and Their Applications in Wireless Network.

Jie Zheng, Dusit Niyato, Ruichen Zhang, Jiacheng Wang, Jiangtian Nie, Hongyang Du, Jiawen Kang, Haijun Zhang, Abbas Jamalipour, Dong In Kim

IEEE Trans. Cogn. Commun. Netw., 2026

Edge General Intelligence Through World Models, Large Language Models, and Agentic AI: Fundamentals, Solutions, and Challenges.

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

IEEE Trans. Cogn. Commun. Netw., 2026

Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition.

Weidong Zhang, Xuangou Wu, Tao Zhang, Xiujun Wang, Jiacheng Wang, Ruichen Zhang, Tong Wu, Jiawen Kang, Dusit Niyato

IEEE Trans. Cogn. Commun. Netw., 2026

STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization.

Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato

IEEE Trans. Cogn. Commun. Netw., 2026

Minimizing Energy Consumption in UAV-Assisted Maritime Wireless Powered Networks With Constrained Age of Information.

Huimin Hu, Qiuyu Yu, Ruichen Zhang, Yinghui Ye, Fan Jiang, Jing Jiang, Dusit Niyato

IEEE Trans. Cogn. Commun. Netw., 2026

PBox: Cross-Switch Pipeline Orchestration for Accelerated Service Function Chaining in High-Performance Cloud Networks.

Bo Pang, Deyun Gao, Weiting Zhang, Ruichen Zhang, Dusit Niyato, Hongke Zhang

IEEE Trans. Cloud Comput., 2026

SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks.

Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Hongyang Du, Zehui Xiong, Dong In Kim, Ping Zhang

IEEE J. Sel. Areas Commun., 2026

Covert Prompt Transmission for Secure Large Language Model Services.

Ruichen Zhang, Yinqiu Liu, Shunpu Tang, Jiacheng Wang, Dusit Niyato, Geng Sun, Yonghui Li, Sumei Sun

IEEE J. Sel. Areas Commun., 2026

LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach.

Yinqiu Liu, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Zehui Xiong, Zhu Han

IEEE J. Sel. Areas Commun., 2026

Go Gentle Into the Final Dance: A Benchmark for Evaluating LLMs in Telecom.

Yushen Lin, Zhiguo Ding, Ruichen Zhang, Daniel K. C. So

IEEE J. Sel. Areas Commun., 2026

LLM-Guided DRL for Multi-Tier LEO Satellite Networks With Hybrid FSO/RF Links.

Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Shiwen Mao

IEEE J. Sel. Areas Commun., 2026

Adaptive Pruning for Large Language Models With Structural Importance Awareness.

Haotian Zheng, Jinke Ren, Yatong Han, Yushan Sun, Ruichen Zhang, Wenbo Zhang, Zhen Li, Dusit Niyato, Shuguang Cui

IEEE Internet Things J., 2026

Incentive Mechanism Design for Resource Management in Satellite Networks: A Comprehensive Survey.

Nguyen Cong Luong, Zeping Sui, Duc Van Le, Jie Cao, Bo Ma, Nguyen Duc Hai, Ruichen Zhang, Vu Van Quang, Dusit Niyato, Shaohan Feng

IEEE Internet Things J., 2026

Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions.

Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam

IEEE Internet Things J., 2026

Toward Edge General Intelligence With Agentic AI and Agentification: Concepts, Technologies, and Future Directions.

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

IEEE Commun. Surv. Tutorials, 2026

Mixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey.

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

IEEE Commun. Surv. Tutorials, 2026

Large Language Models for Optimization in Next-Generation Wireless Network Management: A Survey.

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

IEEE Commun. Surv. Tutorials, 2026

Agentic Graph Neural Networks for Wireless Communications and Networking Toward Edge General Intelligence: A Survey.

Yang Lu, Shengli Zhang, Chang Liu, Ruichen Zhang, Bo Ai, Dusit Niyato, Wei Ni, Xianbin Wang, Abbas Jamalipour

IEEE Commun. Surv. Tutorials, 2026

Generative AI-Empowered Secure Communications in Space-Air-Ground Integrated Networks: A Survey and Tutorial.

Chenbo Hu, Ruichen Zhang, Bo Li, Xu Jiang, Nan Zhao, Marco Di Renzo, Dusit Niyato, Arumugam Nallanathan, George K. Karagiannidis

IEEE Commun. Surv. Tutorials, 2026

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches.

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

IEEE Commun. Surv. Tutorials, 2026

Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey.

Lingyi Cai, Jiacheng Wang, Ruichen Zhang, Yu Zhang, Tao Jiang, Dusit Niyato, Xianbin Wang, Abbas Jamalipour, Xuemin Shen

IEEE Commun. Surv. Tutorials, 2026

Large-Language-Model Based Beamforming Prediction for Sensing-Aided Communication.

Jifa Zhang, Ruichen Zhang, Na Deng, Chengwen Xing, Nan Zhao, Naofal Al-Dhahir, George K. Karagiannidis

Proceedings of the IEEE Wireless Communications and Networking Conference, 2026

2025

MaxMB: A Signal Detector for OFDM Receiver Based on Multi-Axis Attention and MBConv.

Xuefeng Wang, Yang Lu, Ruichen Zhang, Gaofeng Pan, Bo Ai, Dusit Niyato

IEEE Trans. Veh. Technol., December, 2025

Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework.

Yushen Lin, Ruichen Zhang, Wenqi Huang, Kaidi Wang, Zhiguo Ding, Daniel K. C. So, Dusit Niyato

IEEE Trans. Commun., December, 2025

Toward Edge General Intelligence With Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration.

Haoxiang Luo, Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Gang Sun, Dusit Niyato, Hong-Fang Yu, Zehui Xiong, Xianbin Wang, Xuemin Shen

IEEE Trans. Cogn. Commun. Netw., December, 2025

Wireless Copilot: An AI-Powered Partner for Navigating Next-Generation Wireless Complexity.

Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Dusit Niyato, Dong In Kim

CoRR, December, 2025

Agentic AI for Integrated Sensing and Communication: Analysis, Framework, and Case Study.

Wenwen Xie, Geng Sun, Ruichen Zhang, Xuejie Liu, Yinqiu Liu, Jiacheng Wang, Dusit Niyato, Ping Zhang

CoRR, December, 2025

Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks.

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

CoRR, December, 2025

Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System.

Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato, Yifei Peng

IEEE Trans. Veh. Technol., November, 2025

Embodied AI-Enhanced Vehicular Networks: An Integrated Vision Language Models and Reinforcement Learning Method.

Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim

IEEE Trans. Mob. Comput., November, 2025

Toward Democratized Generative AI in Next-Generation Mobile Edge Networks.

Ruichen Zhang, Jiayi He, Xiaofeng Luo, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li, Biplab Sikdar

IEEE Netw., November, 2025

Towards Edge General Intelligence: Knowledge Distillation for Mobile Agentic AI.

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

CoRR, November, 2025

Toward Integrated Air-Ground Computing and Communications: A Synergy of Computing Power Networks and Low-Altitude Economy Network.

Yan Sun, Yinqiu Liu, Shao-Yong Guo, Ruichen Zhang, Jiacheng Wang, Feng Qi, Xuesong Qiu, Dusit Niyato

CoRR, November, 2025

DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets.

Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Sumei Sun, Abbas Jamalipour, Ping Zhang

CoRR, November, 2025

SWIPTNet: A Unified Deep Learning Framework for SWIPT Based on GNN and Transfer Learning.

Hong Han, Yang Lu, Zihan Song, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato, Dong In Kim

IEEE Trans. Mob. Comput., October, 2025

Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach.

Jian Liu, Ming Xiao, Jinbo Wen, Jiawen Kang, Ruichen Zhang, Tao Zhang, Dusit Niyato, Weiting Zhang, Ying Liu

IEEE Trans. Cogn. Commun. Netw., October, 2025

Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services.

Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim

IEEE Trans. Pattern Anal. Mach. Intell., October, 2025

Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization.

Yang Li, Ruichen Zhang, Yinqiu Liu, Guangyuan Liu, Dusit Niyato, Abbas Jamalipour, Xianbin Wang, Dong In Kim

CoRR, October, 2025

From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions.

Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Geng Sun, Xianbin Wang, Shiwen Mao, Abbas Jamalipour

CoRR, October, 2025

Optimizing AoI in RIS-Aided Wireless Powered Backscatter-Active Communication Networks.

Huimin Hu, Ruichen Zhang, Zhiguo Ding, Fan Jiang, Ruihong Jiang, Dusit Niyato

IEEE Trans. Veh. Technol., September, 2025

A Synergy of Computing Power Networks and Low-Altitude Economy Intelligent Communications: Challenges, Design Principles, and Research Directions.

Yan Sun, Yinqiu Liu, Shaoyong Guo, Ruichen Zhang, Jiacheng Wang, Xuesong Qiu, Geng Sun, Weifeng Gong, Dusit Niyato, Qihui Wu

CoRR, September, 2025

Agentic AI Reasoning for Mobile Edge General Intelligence: Fundamentals, Approaches, and Directions.

Mingyi Luo, Ruichen Zhang, Xiangwang Hou, Jun Du, Chunxiao Jiang, Yong Ren, Dusit Niyato, Shiwen Mao

CoRR, September, 2025

Towards Native AI in 6G Standardization: The Roadmap of Semantic Communication.

Ping Zhang, Xiaodong Xu, Mengying Sun, Haixiao Gao, Nan Ma, Xiaoyun Wang, Ruichen Zhang, Jiacheng Wang, Dusit Niyato

CoRR, September, 2025

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives.

Haoxiang Luo, Yu Yan, Yanhui Bian, Wenjiao Feng, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Abbas Jamalipour, Shiwen Mao

CoRR, September, 2025

Towards Reliable Service Provisioning for Dynamic UAV Clusters in Low-Altitude Economy Networks.

Yanwei Gong, Ruichen Zhang, Xiaoqing Wang, Xiaolin Chang, Bo Ai, Junchao Fan, Bocheng Ju, Dusit Niyato

CoRR, September, 2025

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial.

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

CoRR, September, 2025

Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks With RSMA: A DS-PPO Approach.

Yangbo Guo, Jianhui Fan, Ruichen Zhang, Baofang Chang, Derrick Wing Kwan Ng, Dusit Niyato, Dong In Kim

IEEE Trans. Wirel. Commun., August, 2025

Robust Optical Quantum Imaging Framework With Entangled Photons in Oceanic Turbulent Environments.

Jingyang Cao, Mu Zhou, Ruichen Zhang, Dusit Niyato, Wei Nie, Zhu Han

IEEE Trans. Commun., August, 2025

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey.

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

CoRR, August, 2025

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges.

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

CoRR, August, 2025

Diffusion Models for Future Networks and Communications: A Comprehensive Survey.

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

CoRR, August, 2025

Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications.

Yunting Xu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Deepu Rajan, Liang Yu, Haibo Zhou, Abbas Jamalipour, Xianbin Wang

CoRR, August, 2025

Mamba for Wireless Communications and Networking: Principles and Opportunities.

Rongsheng Zhang, Ruichen Zhang, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato

CoRR, August, 2025

A Survey of Integrating Generative Artificial Intelligence and 6G Mobile Services: Architectures, Solutions, Technologies and Outlooks.

Yijing Liu, Hongyang Du, Xinyi Xu, Ruichen Zhang, Gang Feng, Bin Cao, Dusit Niyato, Dong In Kim, Abbas Jamalipour, Khaled Ben Letaief, Rahim Tafazolli

IEEE Trans. Cogn. Commun. Netw., June, 2025

World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks.

Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Gaosheng Zhao, Dusit Niyato, Geng Sun, Shiwen Mao, Dong In Kim

CoRR, June, 2025

Chain-of-Thought for Large Language Model-empowered Wireless Communications.

Xudong Wang, Jian Zhu, Ruichen Zhang, Lei Feng, Dusit Niyato, Jiacheng Wang, Hongyang Du, Shiwen Mao, Zhu Han

CoRR, May, 2025

Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking.

Lingyi Cai, Ruichen Zhang, Changyuan Zhao, Yu Zhang, Jiawen Kang, Dusit Niyato, Tao Jiang, Xuemin Shen

CoRR, May, 2025

Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications.

Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato

CoRR, May, 2025

Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach.

Jiakang Zheng, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Octavia A. Dobre, Bo Ai

IEEE Trans. Commun., April, 2025

Decentralization of Generative AI via Mixture of Experts for Wireless Networks: A Comprehensive Survey.

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

CoRR, April, 2025

Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications.

Chuang Zhang, Geng Sun, Jiahui Li, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Shiwen Mao, Tony Q. S. Quek

CoRR, April, 2025

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey.

Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim

CoRR, April, 2025

Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers.

Shunpu Tang, Yuhao Chen, Qianqian Yang, Ruichen Zhang, Dusit Niyato, Zhiguo Shi

CoRR, March, 2025

Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions.

Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam

CoRR, March, 2025

Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions.

Xudong Wang, Jiacheng Wang, Lei Feng, Dusit Niyato, Ruichen Zhang, Jiawen Kang, Zehui Xiong, Hongyang Du, Shiwen Mao

CoRR, March, 2025

Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation.

Yang Lu, Yuhang Li, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato

IEEE Wirel. Commun., February, 2025

Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning.

Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Xianbin Wang, Dong In Kim, Hongyang Du

CoRR, February, 2025

Fast and High-Resolution Entangled Optical Quantum Radar Sensing Network for Complex Environment.

Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie

IEEE Netw., January, 2025

Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models.

Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han

IEEE Internet Things Mag., January, 2025

Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Electric Vehicles.

Hanwen Zhang, Ruichen Zhang, Wei Zhang, Dusit Niyato, Yonggang Wen

CoRR, January, 2025

Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System.

Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato

CoRR, January, 2025

Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method.

Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim

CoRR, January, 2025

Real-Time Beam Tracking Algorithm for UAVs in Millimeter-wave Networks with Adaptive Beamwidth Adjustment.

Jing Zhang, Dongyang Gao, Jiacheng Wang, Zemin Sun, Shuang Liang, Ruichen Zhang, Geng Sun

Proceedings of the International Wireless Communications and Mobile Computing, 2025

Generative AI Based Data Augmentation for Integrated Sensing and Communications Networks.

Jiacheng Wang, Changyuan Zhao, Ruichen Zhang, Yinqiu Liu, Geng Sun, Nan Ma, Dusit Niyato

Proceedings of the International Wireless Communications and Mobile Computing, 2025

Generative Semantic Communication for Joint Image Transmission and Segmentation.

Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui

Proceedings of the IEEE International Conference on Communications, 2025

Movable Cell-Free Massive MIMO For High-Speed Train Communications: A PPO-Based Antenna Position Optimization.

Jie Dai, Yuchen Liu, Jiakang Zheng, Ruichen Zhang, Jiayi Zhang, Bo Ai

Proceedings of the IEEE International Conference on Communications, 2025

Maximum-Likelihood Estimation Based on Diffusion Model For Wireless Communications.

Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Dong In Kim, Hongyang Du

Proceedings of the 2025 IEEE Global Communications Conference, 2025

STELLAR: Large Language Model-Assisted Optimization for Satellite Networks with RSMA.

Ruichen Zhang, Jiacheng Wang, Yinqiu Liu, Geng Sun, Dusit Niyato, Shiwen Mao, Sumei Sun

Proceedings of the 2025 IEEE Global Communications Conference, 2025

Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models.

Shunpu Tang, Yuanyuan Jia, Qianqian Yang, Ruichen Zhang, Jihong Park, Dusit Niyato

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

SEE Maximization in RIS-Aided Network With RSMA: A PPO-SCF Method.

Wanle Zhang, Ke Xiong, Ruichen Zhang, Pingyi Fan, Khaled Ben Letaief

IEEE Wirel. Commun. Lett., December, 2024

Generative AI for Space-Air-Ground Integrated Networks.

Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim

IEEE Wirel. Commun., December, 2024

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

Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim

IEEE J. Sel. Areas Commun., December, 2024

Interactive AI With Retrieval-Augmented Generation for Next Generation Networking.

Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Sumei Sun, Xuemin Shen, H. Vincent Poor

IEEE Netw., November, 2024

Entangled Optical Quantum Imaging Method Assisted by AUVs Based on Underwater Light Transmission Characteristics.

Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie

IEEE Trans. Veh. Technol., October, 2024

SWIPT-Enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-Based Approach.

Ruichen Zhang, Ke Xiong, Yang Lu, Derrick Wing Kwan Ng, Pingyi Fan, Khaled Ben Letaief

IEEE Trans. Wirel. Commun., July, 2024

Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study.

Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor

IEEE Netw., July, 2024

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

Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor

IEEE Netw., May, 2024

Sum Rate Maximization in Multi-Cell Multi-User Networks: An Inverse Reinforcement Learning-Based Approach.

Xingcong Tian, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief

IEEE Wirel. Commun. Lett., January, 2024

When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study.

Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao

CoRR, 2024

STAR-RIS Enabled ISAC Systems: Joint Rate Splitting and Beamforming Optimization.

Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato

CoRR, 2024

Generative AI for Low-Carbon Artificial Intelligence of Things.

Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han

CoRR, 2024

Interactive Generative AI Agents for Satellite Networks through a Mixture of Experts Transmission.

Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim

CoRR, 2024

Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision.

Zhe Wang, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Bo Ai, Khaled B. Letaief

CoRR, 2024

Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking.

Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim

CoRR, 2024

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

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

IEEE Commun. Surv. Tutorials, 2024

Reinforcement Learning with Large Language Models (LLMs) Interaction for Network Services.

Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim

Proceedings of the International Conference on Computing, Networking and Communications, 2024

2023

Deep Reinforcement Learning for Secrecy Energy Efficiency Maximization in RIS-Assisted Networks.

Yichi Zhang, Yang Lu, Ruichen Zhang, Bo Ai, Dusit Niyato

IEEE Trans. Veh. Technol., September, 2023

Deep Learning for Energy Efficient Beamforming in MU-MISO Networks: A GAT-Based Approach.

Yuhang Li, Yang Lu, Ruichen Zhang, Bo Ai, Zhangdui Zhong

IEEE Wirel. Commun. Lett., July, 2023

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

Ruichen Zhang, Ke Xiong, Yang Lu, Pingyi Fan, Derrick Wing Kwan Ng, Khaled B. Letaief

IEEE J. Sel. Areas Commun., May, 2023

User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content.

Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim

CoRR, 2023

Generative AI for Space-Air-Ground Integrated Networks (SAGIN).

Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim

CoRR, 2023

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

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

CoRR, 2023

User Cooperation with Power Control for Federated Learning in CFmMIMO Networks.

Han Bao, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief

Proceedings of the IEEE International Conference on Communications, 2023

2022

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, Bo Gao, Pingyi Fan, Khaled Ben Letaief

IEEE J. Sel. Areas Commun., 2022

Inverse Reinforcement Learning Meets Power Allocation in Multi-user Cellular Networks.

Ruichen Zhang, Ke Xiong, Xingcong Tian, Yang Lu, Pingyi Fan, Khaled Ben Letaief

Proceedings of the IEEE INFOCOM 2022, 2022

2021

Q-Learning-Based Adaptive Power Control in Wireless RF Energy Harvesting Heterogeneous Networks.

Ruichen Zhang, Ke Xiong, Wei Guo, Xi Yang, Pingyi Fan, Khaled Ben Letaief

IEEE Syst. J., 2021