Ruichen Zhang - RankMe

170 papers B 5Misc 1Journal 160Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Pruning for Large Language Models With Structural Importance Awareness. IEEE Internet Things J. Haotian Zheng, Jinke Ren, Yatong Han, Yushan Sun, Ruichen Zhang, Wenbo Zhang, Zhen Li, Dusit Niyato, Shuguang Cui
2026	J	`jnl`	Agentic Graph Neural Networks for Wireless Communications and Networking Toward Edge General Intelligence: A Survey. IEEE Commun. Surv. Tutorials Yang Lu, Shengli Zhang, Chang Liu, Ruichen Zhang, Bo Ai, Dusit Niyato, Wei Ni, Xianbin Wang, Abbas Jamalipour
2026	J	`jnl`	Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches. IEEE Commun. Surv. Tutorials 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
2026	J	`jnl`	Beyond Shannon: Semantic Information Theory and Methodology. IEEE Trans. Netw. Sci. Eng. Ping Zhang, Kai Niu, Zijian Liang, Changshuo Wang, Jiatong Wu, Yiming Liu, Wenjun Xu, Nan Ma, Xiaodong Xu, Ruichen Zhang
2026	J	`jnl`	Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing. CoRR Ruichen Zhang, Xiaofeng Luo, Jiayi He, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li
2026	J	`jnl`	Covert Prompt Transmission for Secure Large Language Model Services. IEEE J. Sel. Areas Commun. Ruichen Zhang, Yinqiu Liu, Shunpu Tang, Jiacheng Wang, Dusit Niyato, Geng Sun, Yonghui Li, Sumei Sun
2026	J	`jnl`	Cross-reality Location Privacy Protection in 6G-enabled Vehicular Metaverses: An LLM-enhanced Hybrid Generative Diffusion Model-based Approach. CoRR Xiaofeng Luo, Jiayi He, Jiawen Kang, Ruichen Zhang, Zhaoshui He, Ekram Hossain, Dong In Kim
2026	J	`jnl`	Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. IEEE Internet Things J. Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2026	J	`jnl`	Delayed Backdoor Attacks: Exploring the Temporal Dimension as a New Attack Surface in Pre-Trained Models. CoRR Zikang Ding, Haomiao Yang, Meng Hao, Wenbo Jiang, Kunlan Xiang, Runmeng Du, Yijing Liu, Ruichen Zhang, Dusit Niyato
2026	J	`jnl`	Edge General Intelligence Through World Models, Large Language Models, and Agentic AI: Fundamentals, Solutions, and Challenges. IEEE Trans. Cogn. Commun. Netw. 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
2026	J	`jnl`	Efficient Cross-View Localization in 6G Space-Air-Ground Integrated Network. CoRR Min Hao, Yanbing Xu, Maoqiang Wu, Jinglin Huang, Chen Shang, Jiacheng Wang, Ruichen Zhang, Jiawen Kang, Dusit Niyato, Zhu Han, Wei Ni
2026	J	`jnl`	Efficient Multi-Party Secure Comparison over Different Domains with Preprocessing Assistance. CoRR Kaiwen Wang, Xiaolin Chang, Yuehan Dong, Ruichen Zhang
2026	J	`jnl`	Federated Agentic AI for Wireless Networks: Fundamentals, Approaches, and Applications. CoRR Lingyi Cai, Yu Zhang, Ruichen Zhang, Yinqiu Liu, Tao Jiang, Dusit Niyato, Wei Ni, Abbas Jamalipour
2026	J	`jnl`	Generative AI-Empowered Secure Communications in Space-Air-Ground Integrated Networks: A Survey and Tutorial. IEEE Commun. Surv. Tutorials Chenbo Hu, Ruichen Zhang, Bo Li, Xu Jiang, Nan Zhao, Marco Di Renzo, Dusit Niyato, Arumugam Nallanathan, George K. Karagiannidis
2026	J	`jnl`	Generative AI-Enabled Wireless Communications for Robust Low-Altitude Economy Networking. IEEE Wirel. Commun. Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Hongyang Du, Dong In Kim, Abbas Jamalipour
2026	J	`jnl`	Go Gentle Into the Final Dance: A Benchmark for Evaluating LLMs in Telecom. IEEE J. Sel. Areas Commun. Yushen Lin, Zhiguo Ding, Ruichen Zhang, Daniel K. C. So
2026	J	`jnl`	Hallucination-Aware Optimization for Large Language Model-Empowered Communications. IEEE Commun. Mag. Yinqiu Liu, Guangyuan Liu, Ruichen Zhang, Dusit Niyato, Zehui Xiong, Dong In Kim, Kaibin Huang, Hongyang Du
2026	J	`jnl`	IGAA: Intent-Driven General Agentic AI for Edge Services Scheduling using Generative Meta Learning. CoRR Yan Sun, Yinqiu Liu, Shao-Yong Guo, Ruichen Zhang, Feng Qi, Xuesong Qiu, Weifeng Gong, Dusit Niyato, Qihui Wu
2026	J	`jnl`	Incentive Mechanism Design for Resource Management in Satellite Networks: A Comprehensive Survey. CoRR Nguyen Cong Luong, Zeping Sui, Duc Van Le, Jie Cao, Bo Ma, Duc-Hai Nguyen, Ruichen Zhang, Vu Van Quang, Dusit Niyato, Shaohan Feng
2026	J	`jnl`	Incentive Mechanism Design for Resource Management in Satellite Networks: A Comprehensive Survey. IEEE Internet Things J. Nguyen Cong Luong, Zeping Sui, Duc Van Le, Jie Cao, Bo Ma, Nguyen Duc Hai, Ruichen Zhang, Vu Van Quang, Dusit Niyato, Shaohan Feng
2026	J	`jnl`	Joint Scheduling and Power Control in AoI-Oriented WP-IoT Networks: An HVF-Based PPO Approach. IEEE Trans. Veh. Technol. Huimin Hu, Haizhou Tang, Ruichen Zhang, Fan Jiang, Zhiguo Ding, Dusit Niyato
2026	J	`jnl`	Joint Visible Light and RF Backscatter Communications for Ambient IoT Network: Fundamentals, Applications, and Opportunities. CoRR Boxuan Xie, Yifan Zhang, Kalle Koskinen, Alexis A. Dowhuszko, Jiacheng Wang, Ruichen Zhang, Zehui Xiong, Dusit Niyato, Zhu Han, Riku Jäntti
2026	J	`jnl`	LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach. IEEE J. Sel. Areas Commun. Yinqiu Liu, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Zehui Xiong, Zhu Han
2026	J	`jnl`	LAURA: LLM-Assisted UAV Routing for AoI Minimization. IEEE Wirel. Commun. Lett. Bisheng Wei, Ruichen Zhang, Ruihong Jiang, Mugen Peng, Dusit Niyato
2026	J	`jnl`	LLM-Guided DRL for Multi-Tier LEO Satellite Networks With Hybrid FSO/RF Links. IEEE J. Sel. Areas Commun. Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Shiwen Mao
2026	J	`jnl`	Large Language Model (LLM)-enabled Reinforcement Learning for Wireless Network Optimization. CoRR Jie Zheng, Ruichen Zhang, Dusit Niyato, Haijun Zhang, Jiacheng Wang, Hongyang Du, Jiawen Kang, Zehui Xiong
2026	J	`jnl`	Large Language Model-Enabled Reinforcement Learning for Wireless Network Optimization. IEEE Commun. Mag. Jie Zheng, Ruichen Zhang, Dusit Niyato, Haijun Zhang, Jiacheng Wang, Hongyang Du, Jiawen Kang, Zehui Xiong
2026	J	`jnl`	Large Language Model-Enabled Sensing-Aided Communication. IEEE Trans. Wirel. Commun. Jifa Zhang, Ruichen Zhang, Na Deng, Chengwen Xing, Nan Zhao, Dusit Niyato, Naofal Al-Dhahir, George K. Karagiannidis
2026	J	`jnl`	Large Language Models for Optimization in Next-Generation Wireless Network Management: A Survey. IEEE Commun. Surv. Tutorials 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
2026	J	`jnl`	Leveraging Large Language Models for Multi-Objective and Adaptive SFC Deployment: Techniques, Case Study, and Promising Directions. IEEE Commun. Mag. 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
2026	J	`jnl`	Leveraging Large Vision Model for Multi-UAV Co-perception in Low-Altitude Wireless Networks. CoRR Yunting Xu, Jiacheng Wang, Ruichen Zhang, Changyuan Zhao, Yinqiu Liu, Dusit Niyato, Liang Yu, Haibo Zhou, Dong In Kim
2026	J	`jnl`	Minimizing Energy Consumption in UAV-Assisted Maritime Wireless Powered Networks With Constrained Age of Information. IEEE Trans. Cogn. Commun. Netw. Huimin Hu, Qiuyu Yu, Ruichen Zhang, Yinghui Ye, Fan Jiang, Jing Jiang, Dusit Niyato
2026	J	`jnl`	Mixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 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
2026	J	`jnl`	Modeling and Analysis of Movable Antenna Aided MIMO Wideband UAV-to-UAV Channels for Low-Altitude Economy Networks. IEEE Trans. Wirel. Commun. Linzhou Zeng, Xuewen Liao, Zhangfeng Ma, Ruichen Zhang, Dusit Niyato, Hao Jiang, Chengxiang Wang
2026	J	`jnl`	Monero-Based Group Covert Transmission With Fine-Grained Access Control. IEEE Trans. Computers Zhenshuai Yue, Yuhe Qiu, Xiaolin Chang, Yanwei Gong, Junchao Fan, Ruichen Zhang
2026	J	`jnl`	Multi-Agent Collaborative Intrusion Detection for Low-Altitude Economy IoT: An LLM-Enhanced Agentic AI Framework. CoRR Hongjuan Li, Hui Kang, Jiahui Li, Geng Sun, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Wei Ni, Abbas Jamalipour
2026	J	`jnl`	Optimizing Generative AI Networking: A Dual Perspective With Multi-Agent Systems and Mixture of Experts. IEEE Internet Things Mag. Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Dong In Kim
2026	J	`jnl`	PP-MoE: A Physics-Prioritized Mixture of Experts Scheme for Adaptive Channel Estimation. IEEE Trans. Wirel. Commun. Xiaoming Yuan, Yanbing Lin, Ruichen Zhang, Ning Zhang, Shuyu Wang, Dusit Niyato, Changle Li
2026	J	`jnl`	Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition. IEEE Trans. Cogn. Commun. Netw. Weidong Zhang, Xuangou Wu, Tao Zhang, Xiujun Wang, Jiacheng Wang, Ruichen Zhang, Tong Wu, Jiawen Kang, Dusit Niyato
2026	J	`jnl`	Real World Assets On-Chain Assistance Low-Altitude Computility Networks: Architecture, Methodology, and Challenges. IEEE Internet Things Mag. Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Zhu Han
2026	J	`jnl`	Real-World Asset Integration in Next-Generation Communication Networks: Fundamental, Framework, and Case Study. CoRR Tingxuan Su, Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Dusit Niyato
2026	J	`jnl`	Rethinking Secure Semantic Communications in the Age of Generative and Agentic AI: Threats and Opportunities. CoRR Shunpu Tang, Yuanyuan Jia, Zijiu Yang, Qianqian Yang, Ruichen Zhang, Jun Du, Jihong Park, Zhiguo Shi, Jiming Chen
2026	J	`jnl`	Retrieval-Augmented Generation for GenAI-Enabled Semantic Communications. IEEE Wirel. Commun. Shunpu Tang, Ruichen Zhang, Yuxuan Yan, Qianqian Yang, Dusit Niyato, Xianbin Wang, Shiwen Mao
2026	J	`jnl`	STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization. IEEE Trans. Cogn. Commun. Netw. Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato
2026	J	`jnl`	SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks. IEEE J. Sel. Areas Commun. Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Hongyang Du, Zehui Xiong, Dong In Kim, Ping Zhang
2026	J	`jnl`	Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey. IEEE Commun. Surv. Tutorials Lingyi Cai, Jiacheng Wang, Ruichen Zhang, Yu Zhang, Tao Jiang, Dusit Niyato, Xianbin Wang, Abbas Jamalipour, Xuemin Shen
2026	J	`jnl`	Semantic Forwarding and Codebook-Enhanced Model Division Multiple Access for Satellite-Terrestrial Networks. CoRR Jinghong Huang, Mengying Sun, Xiaodong Xu, Jianchi Zhu, Zechuan Fang, Jingxuan Zhang, Ruichen Zhang, Chen Dong, Ping Zhang, Dusit Niyato
2026	J	`jnl`	State Backdoor: Towards Stealthy Real-world Poisoning Attack on Vision-Language-Action Model in State Space. CoRR Ji Guo, Wenbo Jiang, Yansong Lin, Yijing Liu, Ruichen Zhang, Guomin Lu, Aiguo Chen, Xinshuo Han, Hongwei Li, Dusit Niyato
2026	J	`jnl`	Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking. IEEE Commun. Mag. Ruichen Zhang, Shunpu Tang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Sumei Sun, Shiwen Mao, Zhu Han
2026	J	`jnl`	Toward Edge General Intelligence With Agentic AI and Agentification: Concepts, Technologies, and Future Directions. IEEE Commun. Surv. Tutorials 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
2026	J	`jnl`	Unleashing Tool Engineering and Intelligence for Agentic AI in Next-Generation Communication Networks. CoRR Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Abbas Jamalipour, Trung Q. Duong, Dong In Kim
2026	J	`jnl`	Way to Build Native AI-Driven 6G Air Interface: Principles, Roadmap, and Outlook. IEEE Trans. Netw. Sci. Eng. Ping Zhang, Kai Niu, Yiming Liu, Zijian Liang, Nan Ma, Xiaodong Xu, Wenjun Xu, Mengying Sun, Yinqiu Liu, Xiaoyun Wang, Ruichen Zhang
2026	J	`jnl`	When Knowledge Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study. IEEE Wirel. Commun. Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao
2026	J	`jnl`	Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception. IEEE Commun. Mag. Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Zehui Xiong, Sumei Sun, Abbas Jamalipour
2026	J	`jnl`	Wireless Laser Power Transfer for Low-Altitude Uncrewed Aerial Vehicle-Assisted Internet of Things: Paradigms, Challenges, and Solutions. IEEE Internet Things Mag. Chengzhen Li, Likun Zhang, Chuang Zhang, Jiahui Li, Changyuan Zhao, Ruichen Zhang, Geng Sun
2025	J	`jnl`	A Survey of Integrating Generative Artificial Intelligence and 6G Mobile Services: Architectures, Solutions, Technologies and Outlooks. IEEE Trans. Cogn. Commun. Netw. Yijing Liu, Hongyang Du, Xinyi Xu, Ruichen Zhang, Gang Feng, Bin Cao, Dusit Niyato, Dong In Kim, Abbas Jamalipour, Khaled Ben Letaief, Rahim Tafazolli
2025	J	`jnl`	A Synergy of Computing Power Networks and Low-Altitude Economy Intelligent Communications: Challenges, Design Principles, and Research Directions. CoRR Yan Sun, Yinqiu Liu, Shaoyong Guo, Ruichen Zhang, Jiacheng Wang, Xuesong Qiu, Geng Sun, Weifeng Gong, Dusit Niyato, Qihui Wu
2025	J	`jnl`	AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives. CoRR Haoxiang Luo, Yu Yan, Yanhui Bian, Wenjiao Feng, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Abbas Jamalipour, Shiwen Mao
2025	J	`jnl`	Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Electric Vehicles. CoRR Hanwen Zhang, Ruichen Zhang, Wei Zhang, Dusit Niyato, Yonggang Wen
2025	J	`jnl`	Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications. CoRR Chuang Zhang, Geng Sun, Jiahui Li, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Shiwen Mao, Tony Q. S. Quek
2025	J	`jnl`	Agentic AI Reasoning for Mobile Edge General Intelligence: Fundamentals, Approaches, and Directions. CoRR Mingyi Luo, Ruichen Zhang, Xiangwang Hou, Jun Du, Chunxiao Jiang, Yong Ren, Dusit Niyato, Shiwen Mao
2025	J	`jnl`	Agentic AI for Integrated Sensing and Communication: Analysis, Framework, and Case Study. CoRR Wenwen Xie, Geng Sun, Ruichen Zhang, Xuejie Liu, Yinqiu Liu, Jiacheng Wang, Dusit Niyato, Ping Zhang
2025	J	`jnl`	Agentic AI-Enhanced Semantic Communications: Foundations, Architecture, and Applications. CoRR Haixiao Gao, Mengying Sun, Ruichen Zhang, Yanhan Wang, Xiaodong Xu, Nan Ma, Dusit Niyato, Ping Zhang
2025	J	`jnl`	Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches. CoRR 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
2025	J	`jnl`	Chain-of-Thought for Large Language Model-empowered Wireless Communications. CoRR Xudong Wang, Jian Zhu, Ruichen Zhang, Lei Feng, Dusit Niyato, Jiacheng Wang, Hongyang Du, Shiwen Mao, Zhu Han
2025	J	`jnl`	Covert Prompt Transmission for Secure Large Language Model Services. CoRR Ruichen Zhang, Yinqiu Liu, Shunpu Tang, Jiacheng Wang, Dusit Niyato, Geng Sun, Yonghui Li, Sumei Sun
2025	J	`jnl`	DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets. CoRR Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Sumei Sun, Abbas Jamalipour, Ping Zhang
2025	J	`jnl`	Decentralization of Generative AI via Mixture of Experts for Wireless Networks: A Comprehensive Survey. CoRR 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
2025	J	`jnl`	Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. CoRR Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam
2025	J	`jnl`	Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System. CoRR Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato
2025	J	`jnl`	Deep Reinforcement Learning for Energy Efficiency Maximization in RSMA-IRS-Assisted ISAC System. IEEE Trans. Veh. Technol. Zhangfeng Ma, Ruichen Zhang, Bo Ai, Zhuxian Lian, Linzhou Zeng, Dusit Niyato, Yifei Peng
2025	J	`jnl`	Diffusion Models for Future Networks and Communications: A Comprehensive Survey. CoRR 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
2025	J	`jnl`	Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges. CoRR 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
2025	J	`jnl`	Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization. CoRR Yang Li, Ruichen Zhang, Yinqiu Liu, Guangyuan Liu, Dusit Niyato, Abbas Jamalipour, Xianbin Wang, Dong In Kim
2025	J	`jnl`	Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method. CoRR Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim
2025	J	`jnl`	Embodied AI-Enhanced Vehicular Networks: An Integrated Vision Language Models and Reinforcement Learning Method. IEEE Trans. Mob. Comput. Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim
2025	J	`jnl`	Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework. CoRR Yushen Lin, Ruichen Zhang, Wenqi Huang, Kaidi Wang, Zhiguo Ding, Daniel K. C. So, Dusit Niyato
2025	J	`jnl`	Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework. IEEE Trans. Commun. Yushen Lin, Ruichen Zhang, Wenqi Huang, Kaidi Wang, Zhiguo Ding, Daniel K. C. So, Dusit Niyato
2025	B	`conf`	Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models. GLOBECOM Shunpu Tang, Yuanyuan Jia, Qianqian Yang, Ruichen Zhang, Jihong Park, Dusit Niyato
2025	J	`jnl`	Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models. CoRR Shunpu Tang, Yuanyuan Jia, Qianqian Yang, Ruichen Zhang, Jihong Park, Dusit Niyato
2025	J	`jnl`	Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications. CoRR Yunting Xu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Deepu Rajan, Liang Yu, Haibo Zhou, Abbas Jamalipour, Xianbin Wang
2025	J	`jnl`	Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey. CoRR Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim
2025	J	`jnl`	Fast and High-Resolution Entangled Optical Quantum Radar Sensing Network for Complex Environment. IEEE Netw. Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie
2025	J	`jnl`	From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions. CoRR Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Geng Sun, Xianbin Wang, Shiwen Mao, Abbas Jamalipour
2025	B	`conf`	Generative AI Based Data Augmentation for Integrated Sensing and Communications Networks. IWCMC Jiacheng Wang, Changyuan Zhao, Ruichen Zhang, Yinqiu Liu, Geng Sun, Nan Ma, Dusit Niyato
2025	J	`jnl`	Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models. IEEE Internet Things Mag. Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han
2025	J	`jnl`	Generative AI-Empowered Secure Communications in Space-Air-Ground Integrated Networks: A Survey and Tutorial. CoRR Chenbo Hu, Ruichen Zhang, Bo Li, Xu Jiang, Nan Zhao, Marco Di Renzo, Dusit Niyato, Arumugam Nallanathan, George K. Karagiannidis
2025	—	`conf`	Generative Semantic Communication for Joint Image Transmission and Segmentation. ICC Workshops Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui
2025	J	`jnl`	Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation. IEEE Wirel. Commun. Yang Lu, Yuhang Li, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato
2025	J	`jnl`	Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning. CoRR Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Dusit Niyato, Xianbin Wang, Dong In Kim, Hongyang Du
2025	J	`jnl`	LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach. CoRR Yinqiu Liu, Guangyuan Liu, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Geng Sun, Zehui Xiong, Zhu Han
2025	J	`jnl`	LAURA: LLM-Assisted UAV Routing for AoI Minimization. CoRR Bisheng Wei, Ruichen Zhang, Ruihong Jiang, Mugen Peng, Dusit Niyato
2025	J	`jnl`	LLM-Empowered Agentic AI for QoE-Aware Network Slicing Management in Industrial IoT. CoRR Xudong Wang, Lei Feng, Ruichen Zhang, Fanqin Zhou, Hongyang Du, Wenjing Li, Dusit Niyato, Abbas Jamalipour, Ping Zhang
2025	J	`jnl`	LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links. CoRR Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Shiwen Mao
2025	J	`jnl`	Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking. CoRR Lingyi Cai, Ruichen Zhang, Changyuan Zhao, Yu Zhang, Jiawen Kang, Dusit Niyato, Tao Jiang, Xuemin Shen
2025	J	`jnl`	Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial. CoRR 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
2025	J	`jnl`	Mamba for Wireless Communications and Networking: Principles and Opportunities. CoRR Rongsheng Zhang, Ruichen Zhang, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato
2025	J	`jnl`	MaxMB: A Signal Detector for OFDM Receiver Based on Multi-Axis Attention and MBConv. IEEE Trans. Veh. Technol. Xuefeng Wang, Yang Lu, Ruichen Zhang, Gaofeng Pan, Bo Ai, Dusit Niyato
2025	B	`conf`	Maximum-Likelihood Estimation Based on Diffusion Model For Wireless Communications. GLOBECOM Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Dong In Kim, Hongyang Du
2025	—	`conf`	Movable Cell-Free Massive MIMO For High-Speed Train Communications: A PPO-Based Antenna Position Optimization. ICC Workshops Jie Dai, Yuchen Liu, Jiakang Zheng, Ruichen Zhang, Jiayi Zhang, Bo Ai
2025	J	`jnl`	Optimizing AoI in RIS-Aided Wireless Powered Backscatter-Active Communication Networks. IEEE Trans. Veh. Technol. Huimin Hu, Ruichen Zhang, Zhiguo Ding, Fan Jiang, Ruihong Jiang, Dusit Niyato
2025	J	`jnl`	Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach. IEEE Trans. Cogn. Commun. Netw. Jian Liu, Ming Xiao, Jinbo Wen, Jiawen Kang, Ruichen Zhang, Tao Zhang, Dusit Niyato, Weiting Zhang, Ying Liu
2025	J	`jnl`	Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach. IEEE Trans. Commun. Jiakang Zheng, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Octavia A. Dobre, Bo Ai
2025	J	`jnl`	Real World Assets on-Chain Assistance Low-Altitude Computility Networks: Architecture, Methodology, and Challenges. CoRR Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Zhu Han
2025	B	`conf`	Real-Time Beam Tracking Algorithm for UAVs in Millimeter-wave Networks with Adaptive Beamwidth Adjustment. IWCMC Jing Zhang, Dongyang Gao, Jiacheng Wang, Zemin Sun, Shuang Liang, Ruichen Zhang, Geng Sun
2025	J	`jnl`	Reinforcement Learning With LLMs Interaction for Distributed Diffusion Model Services. IEEE Trans. Pattern Anal. Mach. Intell. Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim
2025	J	`jnl`	Robust Optical Quantum Imaging Framework With Entangled Photons in Oceanic Turbulent Environments. IEEE Trans. Commun. Jingyang Cao, Mu Zhou, Ruichen Zhang, Dusit Niyato, Wei Nie, Zhu Han
2025	B	`conf`	STELLAR: Large Language Model-Assisted Optimization for Satellite Networks with RSMA. GLOBECOM Ruichen Zhang, Jiacheng Wang, Yinqiu Liu, Geng Sun, Dusit Niyato, Shiwen Mao, Sumei Sun
2025	J	`jnl`	SWIPTNet: A Unified Deep Learning Framework for SWIPT Based on GNN and Transfer Learning. IEEE Trans. Mob. Comput. Hong Han, Yang Lu, Zihan Song, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato, Dong In Kim
2025	J	`jnl`	SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks. CoRR Changyuan Zhao, Jiacheng Wang, Ruichen Zhang, Dusit Niyato, Hongyang Du, Zehui Xiong, Dong In Kim, Ping Zhang
2025	J	`jnl`	Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks With RSMA: A DS-PPO Approach. IEEE Trans. Wirel. Commun. Yangbo Guo, Jianhui Fan, Ruichen Zhang, Baofang Chang, Derrick Wing Kwan Ng, Dusit Niyato, Dong In Kim
2025	J	`jnl`	Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey. CoRR 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
2025	J	`jnl`	Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey. CoRR Lingyi Cai, Jiacheng Wang, Ruichen Zhang, Yu Zhang, Tao Jiang, Dusit Niyato, Xianbin Wang, Abbas Jamalipour, Xuemin Shen
2025	J	`jnl`	Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications. CoRR Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato
2025	J	`jnl`	Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking. CoRR Ruichen Zhang, Shunpu Tang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Sumei Sun, Shiwen Mao, Zhu Han
2025	J	`jnl`	Toward Democratized Generative AI in Next-Generation Mobile Edge Networks. IEEE Netw. Ruichen Zhang, Jiayi He, Xiaofeng Luo, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li, Biplab Sikdar
2025	J	`jnl`	Toward Edge General Intelligence With Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration. IEEE Trans. Cogn. Commun. Netw. Haoxiang Luo, Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Gang Sun, Dusit Niyato, Hong-Fang Yu, Zehui Xiong, Xianbin Wang, Xuemin Shen
2025	J	`jnl`	Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions. CoRR 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
2025	J	`jnl`	Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration. CoRR Haoxiang Luo, Yinqiu Liu, Ruichen Zhang, Jiacheng Wang, Gang Sun, Dusit Niyato, Hongfang Yu, Zehui Xiong, Xianbin Wang, Xuemin Shen
2025	J	`jnl`	Toward Integrated Air-Ground Computing and Communications: A Synergy of Computing Power Networks and Low-Altitude Economy Network. CoRR Yan Sun, Yinqiu Liu, Shao-Yong Guo, Ruichen Zhang, Jiacheng Wang, Feng Qi, Xuesong Qiu, Dusit Niyato
2025	J	`jnl`	Towards Edge General Intelligence: Knowledge Distillation for Mobile Agentic AI. CoRR 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
2025	J	`jnl`	Towards Native AI in 6G Standardization: The Roadmap of Semantic Communication. CoRR Ping Zhang, Xiaodong Xu, Mengying Sun, Haixiao Gao, Nan Ma, Xiaoyun Wang, Ruichen Zhang, Jiacheng Wang, Dusit Niyato
2025	J	`jnl`	Towards Reliable Service Provisioning for Dynamic UAV Clusters in Low-Altitude Economy Networks. CoRR Yanwei Gong, Ruichen Zhang, Xiaoqing Wang, Xiaolin Chang, Bo Ai, Junchao Fan, Bocheng Ju, Dusit Niyato
2025	J	`jnl`	Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers. CoRR Shunpu Tang, Yuhao Chen, Qianqian Yang, Ruichen Zhang, Dusit Niyato, Zhiguo Shi
2025	J	`jnl`	Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks. CoRR 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
2025	J	`jnl`	Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook. CoRR Ping Zhang, Kai Niu, Yiming Liu, Zijian Liang, Nan Ma, Xiaodong Xu, Wenjun Xu, Mengying Sun, Yinqiu Liu, Xiaoyun Wang, Ruichen Zhang
2025	J	`jnl`	Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception. CoRR Guangyuan Liu, Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Zehui Xiong, Sumei Sun, Abbas Jamalipour
2025	J	`jnl`	Wireless Copilot: An AI-Powered Partner for Navigating Next-Generation Wireless Complexity. CoRR Haoxiang Luo, Ruichen Zhang, Yinqiu Liu, Gang Sun, Hongfang Yu, Dusit Niyato, Dong In Kim
2025	J	`jnl`	Wireless Hallucination in Generative AI-enabled Communications: Concepts, Issues, and Solutions. CoRR Xudong Wang, Jiacheng Wang, Lei Feng, Dusit Niyato, Ruichen Zhang, Jiawen Kang, Zehui Xiong, Hongyang Du, Shiwen Mao
2025	J	`jnl`	Wireless Laser Power Transfer for Low-altitude Uncrewed Aerial Vehicle-assisted Internet of Things: Paradigms, Challenges, and Solutions. CoRR Chengzhen Li, Likun Zhang, Chuang Zhang, Jiahui Li, Changyuan Zhao, Ruichen Zhang, Geng Sun
2025	J	`jnl`	World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks. CoRR Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Gaosheng Zhao, Dusit Niyato, Geng Sun, Shiwen Mao, Dong In Kim
2024	J	`jnl`	Adaptive Pruning for Large Language Models with Structural Importance Awareness. CoRR Haotian Zheng, Jinke Ren, Yushan Sun, Ruichen Zhang, Wenbo Zhang, Zhen Li, Dusit Niyato, Shuguang Cui, Yatong Han
2024	J	`jnl`	Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking. CoRR Yinqiu Liu, Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim
2024	J	`jnl`	Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. IEEE Commun. Surv. Tutorials 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
2024	J	`jnl`	Entangled Optical Quantum Imaging Method Assisted by AUVs Based on Underwater Light Transmission Characteristics. IEEE Trans. Veh. Technol. Jingyang Cao, Mu Zhou, Dusit Niyato, Ruichen Zhang, Wei Nie
2024	J	`jnl`	Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. IEEE Netw. Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor
2024	J	`jnl`	Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision. CoRR Zhe Wang, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Bo Ai, Khaled B. Letaief
2024	J	`jnl`	Generative AI Agents With Large Language Model for Satellite Networks via a Mixture of Experts Transmission. IEEE J. Sel. Areas Commun. Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim
2024	J	`jnl`	Generative AI for Low-Carbon Artificial Intelligence of Things. CoRR Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han
2024	J	`jnl`	Generative AI for Space-Air-Ground Integrated Networks. IEEE Wirel. Commun. Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim
2024	J	`jnl`	Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study. IEEE Netw. Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor
2024	J	`jnl`	Generative Semantic Communication for Joint Image Transmission and Segmentation. CoRR Weiwen Yuan, Jinke Ren, Chongjie Wang, Ruichen Zhang, Jun Wei, Dong In Kim, Shuguang Cui
2024	J	`jnl`	Hallucination-aware Optimization for Large Language Model-empowered Communications. CoRR Yinqiu Liu, Guangyuan Liu, Ruichen Zhang, Dusit Niyato, Zehui Xiong, Dong In Kim, Kaibin Huang, Hongyang Du
2024	J	`jnl`	Interactive AI With Retrieval-Augmented Generation for Next Generation Networking. IEEE Netw. Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Sumei Sun, Xuemin Shen, H. Vincent Poor
2024	J	`jnl`	Interactive AI with Retrieval-Augmented Generation for Next Generation Networking. CoRR Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Sumei Sun, Xuemin Shen, H. Vincent Poor
2024	J	`jnl`	Interactive Generative AI Agents for Satellite Networks through a Mixture of Experts Transmission. CoRR Ruichen Zhang, Hongyang Du, Yinqiu Liu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Dong In Kim
2024	J	`jnl`	Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts. CoRR Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang, Dong In Kim
2024	J	`jnl`	Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach. CoRR Jian Liu, Ming Xiao, Jinbo Wen, Jiawen Kang, Ruichen Zhang, Tao Zhang, Dusit Niyato, Weiting Zhang, Ying Liu
2024	J	`jnl`	Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach. CoRR Jiakang Zheng, Jiayi Zhang, Hongyang Du, Ruichen Zhang, Dusit Niyato, Octavia A. Dobre, Bo Ai
2024	Misc	`conf`	Reinforcement Learning with Large Language Models (LLMs) Interaction for Network Services. ICNC Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim
2024	J	`jnl`	Retrieval-augmented Generation for GenAI-enabled Semantic Communications. CoRR Shunpu Tang, Ruichen Zhang, Yuxuan Yan, Qianqian Yang, Dusit Niyato, Xianbin Wang, Shiwen Mao
2024	J	`jnl`	SEE Maximization in RIS-Aided Network With RSMA: A PPO-SCF Method. IEEE Wirel. Commun. Lett. Wanle Zhang, Ke Xiong, Ruichen Zhang, Pingyi Fan, Khaled Ben Letaief
2024	J	`jnl`	STAR-RIS Enabled ISAC Systems: Joint Rate Splitting and Beamforming Optimization. CoRR Yuan Liu, Ruichen Zhang, Ruihong Jiang, Yongdong Zhu, Huimin Hu, Qiang Ni, Zesong Fei, Dusit Niyato
2024	J	`jnl`	SWIPT-Enabled Cell-Free Massive MIMO-NOMA Networks: A Machine Learning-Based Approach. IEEE Trans. Wirel. Commun. Ruichen Zhang, Ke Xiong, Yang Lu, Derrick Wing Kwan Ng, Pingyi Fan, Khaled Ben Letaief
2024	J	`jnl`	Secrecy Energy Efficiency Maximization in IRS-Assisted VLC MISO Networks with RSMA: A DS-PPO approach. CoRR Yangbo Guo, Jianhui Fan, Ruichen Zhang, Baofang Chang, Derrick Wing Kwan Ng, Dusit Niyato, Dong In Kim
2024	J	`jnl`	Sum Rate Maximization in Multi-Cell Multi-User Networks: An Inverse Reinforcement Learning-Based Approach. IEEE Wirel. Commun. Lett. Xingcong Tian, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief
2024	J	`jnl`	Toward Democratized Generative AI in Next-Generation Mobile Edge Networks. CoRR Ruichen Zhang, Jiayi He, Xiaofeng Luo, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonghui Li, Biplab Sikdar
2024	J	`jnl`	When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study. CoRR Yang Xiong, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Zehui Xiong, Ying-Chang Liang, Shiwen Mao
2023	J	`jnl`	Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. CoRR 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
2023	J	`jnl`	Deep Learning for Energy Efficient Beamforming in MU-MISO Networks: A GAT-Based Approach. IEEE Wirel. Commun. Lett. Yuhang Li, Yang Lu, Ruichen Zhang, Bo Ai, Zhangdui Zhong
2023	J	`jnl`	Deep Reinforcement Learning for Secrecy Energy Efficiency Maximization in RIS-Assisted Networks. IEEE Trans. Veh. Technol. Yichi Zhang, Yang Lu, Ruichen Zhang, Bo Ai, Dusit Niyato
2023	J	`jnl`	Energy Efficiency Maximization in RIS-Assisted SWIPT Networks With RSMA: A PPO-Based Approach. IEEE J. Sel. Areas Commun. Ruichen Zhang, Ke Xiong, Yang Lu, Pingyi Fan, Derrick Wing Kwan Ng, Khaled B. Letaief
2023	J	`jnl`	Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks. CoRR Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, H. Vincent Poor
2023	J	`jnl`	Generative AI for Space-Air-Ground Integrated Networks (SAGIN). CoRR Ruichen Zhang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour, Ping Zhang, Dong In Kim
2023	J	`jnl`	Generative AI-enabled Vehicular Networks: Fundamentals, Framework, and Case Study. CoRR Ruichen Zhang, Ke Xiong, Hongyang Du, Dusit Niyato, Jiawen Kang, Xuemin Shen, H. Vincent Poor
2023	—	`conf`	User Cooperation with Power Control for Federated Learning in CFmMIMO Networks. ICC Workshops Han Bao, Ke Xiong, Ruichen Zhang, Pingyi Fan, Dusit Niyato, Khaled Ben Letaief
2023	J	`jnl`	User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content. CoRR Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Xuemin Shen, Dong In Kim
2022	—	`conf`	Inverse Reinforcement Learning Meets Power Allocation in Multi-user Cellular Networks. INFOCOM Workshops Ruichen Zhang, Ke Xiong, Xingcong Tian, Yang Lu, Pingyi Fan, Khaled Ben Letaief
2022	J	`jnl`	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. Ruichen Zhang, Ke Xiong, Yang Lu, Bo Gao, Pingyi Fan, Khaled Ben Letaief
2021	J	`jnl`	Q-Learning-Based Adaptive Power Control in Wireless RF Energy Harvesting Heterogeneous Networks. IEEE Syst. J. Ruichen Zhang, Ke Xiong, Wei Guo, Xi Yang, Pingyi Fan, Khaled Ben Letaief