Changyuan Zhao

56 papers A* 1A 1B 3Journal 50Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Age of Information Optimization in Laser-Charged UAV-Assisted IoT Networks: A Multi-Agent Deep Reinforcement Learning Method. IEEE Trans. Netw. Sci. Eng. Geng Sun, Likun Zhang, Jiahui Li, Jing Wu, Jiacheng Wang, Zemin Sun, Changyuan Zhao, Victor C. M. Leung
2026	J	`jnl`	Agentic AI-Driven UAV Network Deployment: A LLM-Enhanced Exact Potential Game Approach. CoRR Xin Tang, Qian Chen, Binhan Liao, Yaqi Zhang, Jianxin Chen, Changyuan Zhao, Junchuan Fan, Junxi Tian, Xiaohuan Li
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`	From Digital Twins to World Models:Opportunities, Challenges, and Applications for Mobile Edge General Intelligence. CoRR Jie Zheng, Dusit Niyato, Changyuan Zhao, Jiawen Kang, Jiacheng Wang
2026	J	`jnl`	GDP-UAV: A Gaussian Differential Privacy-Empowered Multi-UAV Task Offloading in Low-Altitude Economy Networks. IEEE Trans. Cogn. Commun. Netw. Miao Du, Yinqiu Liu, Changyuan Zhao, Wen Tian, Huaifeng Shi, Zhu Han
2026	J	`jnl`	Generative AI Enabled Robust Data Augmentation for Wireless Sensing in ISAC Networks. IEEE J. Sel. Areas Commun. Jiacheng Wang, Changyuan Zhao, Hongyang Du, Geng Sun, Jiawen Kang, Shiwen Mao, Dusit Niyato, Dong In Kim
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`	Generative AI-Enhanced Low-Altitude UAV-Mounted Stacked Intelligent Metasurfaces. IEEE Trans. Cogn. Commun. Netw. Geng Sun, Mingzhe Fan, Lei Zhang, Hongyang Pan, Jiahui Li, Chuang Zhang, Linyao Li, Changyuan Zhao, Chau Yuen
2026	J	`jnl`	Knowledge-driven Reasoning for Mobile Agentic AI: Concepts, Approaches, and Directions. CoRR Guangyuan Liu, Changyuan Zhao, Yinqiu Liu, Dusit Niyato, Biplab Sikdar
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`	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`	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`	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`	UAV-Assisted Joint Data Collection and Wireless Power Transfer for Batteryless Sensor Networks. CoRR Wen Zhang, Aimin Wang, Geng Sun, Jiahui Li, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
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 Correlated Data-Driven Collaborative Beamforming Approach for Energy-Efficient IoT Data Transmission. IEEE Internet Things J. Yangning Li, Hui Kang, Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
2025	J	`jnl`	A Correlated Data-Driven Collaborative Beamforming Approach for Energy-efficient IoT Data Transmission. CoRR Yangning Li, Hui Kang, Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
2025	J	`jnl`	Age of Information Optimization in Laser-charged UAV-assisted IoT Networks: A Multi-agent Deep Reinforcement Learning Method. CoRR Geng Sun, Likun Zhang, Jiahui Li, Jing Wu, Jiacheng Wang, Zemin Sun, Changyuan Zhao, Victor C. M. Leung
2025	J	`jnl`	BIRDNN: Behavior-Imitation Based Repair for Deep Neural Networks. Neural Networks Zhen Liang, Taoran Wu, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang, Wanrong Huang
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`	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`	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	B	`conf`	Energy Efficient Trajectory Control and Resource Allocation in Multi-UAV-assisted MEC via Deep Reinforcement Learning. GLOBECOM Saichao Liu, Geng Sun, Chuan Zhang, Xuejie Liu, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
2025	J	`jnl`	Energy Efficient Trajectory Control and Resource Allocation in Multi-UAV-assisted MEC via Deep Reinforcement Learning. CoRR Saichao Liu, Geng Sun, Chuan Zhang, Xuejie Liu, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
2025	J	`jnl`	Enhancing Physical Layer Communication Security Through Generative AI with Mixture of Experts. IEEE Wirel. Commun. Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief
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 Enabled Robust Sensor Placement in Cyber-Physical Power Systems: A Graph Diffusion Approach. CoRR Changyuan Zhao, Guangyuan Liu, Bin Xiang, Dusit Niyato, Benoit Delinchant, Hongyang Du, Dong In Kim
2025	J	`jnl`	Generative AI for Secure Physical Layer Communications: A Survey. IEEE Trans. Cogn. Commun. Netw. Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief
2025	J	`jnl`	Generative AI-enhanced Low-Altitude UAV-Mounted Stacked Intelligent Metasurfaces. CoRR Geng Sun, Mingzhe Fan, Lei Zhang, Hongyang Pan, Jiahui Li, Chuang Zhang, Linyao Li, Changyuan Zhao, Chau Yuen
2025	J	`jnl`	Graph Diffusion-Based AeBS Deployment and Resource Allocation for RSMA-Enabled URLLC Low-Altitude Economy Networks. CoRR Xudong Wang, Lei Feng, Jiacheng Wang, Hongyang Du, Changyuan Zhao, Wenjing Li, Zehui Xiong, Dusit Niyato, Ping Zhang
2025	J	`jnl`	Hierarchical Online Optimization Approach for IRS-enabled Low-altitude MEC in Vehicular Networks. CoRR Yixian Wang, Geng Sun, Zemin Sun, Jiacheng Wang, Changyuan Zhao, Daxin Tian, 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	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	J	`jnl`	Recovery of UAV Swarm-enabled Collaborative Beamforming in Low-altitude Wireless Networks under Wind Field Disturbances. CoRR Geng Sun, Chenbang Liu, Jiahui Li, Guannan Qu, Shuang Liang, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
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`	Security-Aware Joint Sensing, Communication, and Computing Optimization in Low Altitude Wireless Networks. CoRR Jiacheng Wang, Changyuan Zhao, Jialing He, Geng Sun, Weijie Yuan, Dusit Niyato, Liehuang Zhu, Tao Xiang
2025	J	`jnl`	Stackelberg Game-Driven Defense for ISAC Against Channel Attacks in Low-Altitude Networks. CoRR Jiacheng Wang, Changyuan Zhao, Dusit Niyato, Geng Sun, Weijie Yuan, Abbas Jamalipour, Tao Xiang
2025	A*	`conf`	Supervised Score-Based Modeling by Gradient Boosting. AAAI Changyuan Zhao, Hongyang Du, Guangyuan Liu, Dusit Niyato
2025	J	`jnl`	The Role of Generative Artificial Intelligence in Internet of Electric Vehicles. IEEE Internet Things J. Hanwen Zhang, Dusit Niyato, Wei Zhang, Changyuan Zhao, Hongyang Du, Abbas Jamalipour, Sumei Sun, Yiyang Pei
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 Realization of Low-Altitude Economy Networks: Core Architecture, Integrated Technologies, and Future Directions. CoRR Yixian Wang, Geng Sun, Zemin Sun, Jiacheng Wang, Jiahui Li, Changyuan Zhao, Jing Wu, Shuang Liang, Minghao Yin, Pengfei Wang, Dusit Niyato, Sumei Sun, Dong In Kim
2025	J	`jnl`	Toward Realization of Low-Altitude Economy Networks: Core Architecture, Integrated Technologies, and Future Directions. IEEE Trans. Cogn. Commun. Netw. Yixian Wang, Geng Sun, Zemin Sun, Jiacheng Wang, Jiahui Li, Changyuan Zhao, Jing Wu, Shuang Liang, Minghao Yin, Pengfei Wang, Dusit Niyato, Sumei Sun, Dong In Kim
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`	Credit assignment for trained neural networks based on Koopman operator theory. Frontiers Comput. Sci. Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang
2024	J	`jnl`	Enhancing Physical Layer Communication Security through Generative AI with Mixture of Experts. CoRR Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief
2024	J	`jnl`	Generative AI for Secure Physical Layer Communications: A Survey. CoRR Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Shen, Khaled B. Letaief
2024	J	`jnl`	Supervised Score-Based Modeling by Gradient Boosting. CoRR Changyuan Zhao, Hongyang Du, Guangyuan Liu, Dusit Niyato
2024	J	`jnl`	The Roles of Generative Artificial Intelligence in Internet of Electric Vehicles. CoRR Hanwen Zhang, Dusit Niyato, Wei Zhang, Changyuan Zhao, Hongyang Du, Abbas Jamalipour, Sumei Sun, Yiyang Pei
2023	A	`conf`	A Geometrical Characterization on Feature Density of Image Datasets. ICME Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang
2023	J	`jnl`	Inner Approximating Robust Reach-Avoid Sets for Discrete-Time Polynomial Dynamical Systems. IEEE Trans. Autom. Control. Changyuan Zhao, Shuyuan Zhang, Lei Wang, Bai Xue
2023	J	`jnl`	Repairing Deep Neural Networks Based on Behavior Imitation. CoRR Zhen Liang, Taoran Wu, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang
2022	J	`jnl`	Credit Assignment for Trained Neural Networks Based on Koopman Operator Theory. CoRR Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang
2022	—	`conf`	Outer-approximating Controlled Reach-avoid Sets for Polynomial Systems. CDC Changyuan Zhao, Chuchu Fan, Bai Xue