Outer-approximating Controlled Reach-avoid Sets for Polynomial Systems. - Changyuan Zhao; Chuchu Fan; Bai Xue 001 (CDC, 2022)

A Geometrical Characterization on Feature Density of Image Datasets. - Zhen Liang; Changyuan Zhao; Wanwei Liu; Bai Xue 001; Wenjing Yang 002 (ICME, 2023)

Repairing Deep Neural Networks Based on Behavior Imitation. - Zhen Liang; Taoran Wu; Changyuan Zhao; Wanwei Liu; Bai Xue 001; Wenjing Yang 002; Ji Wang 001 (CoRR, 2023)

Inner Approximating Robust Reach-Avoid Sets for Discrete-Time Polynomial Dynamical Systems. - Changyuan Zhao; Shuyuan Zhang 001; Lei Wang 055; Bai Xue 001 (IEEE Trans. Autom. Control., 2023)

The Roles of Generative Artificial Intelligence in Internet of Electric Vehicles. - Hanwen Zhang 004; Dusit Niyato; Wei Zhang 082; Changyuan Zhao; Hongyang Du; Abbas Jamalipour; Sumei Sun; Yiyang Pei (CoRR, 2024)

Credit assignment for trained neural networks based on Koopman operator theory. - Zhen Liang; Changyuan Zhao; Wanwei Liu; Bai Xue 001; Wenjing Yang 002; Zhengbin Pang (Frontiers Comput. Sci., 2024)

Supervised Score-Based Modeling by Gradient Boosting. - Changyuan Zhao; Hongyang Du; Guangyuan Liu; Dusit Niyato (AAAI, 2025)

Generative AI Based Data Augmentation for Integrated Sensing and Communications Networks. - Jiacheng Wang 001; Changyuan Zhao; Ruichen Zhang; Yinqiu Liu; Geng Sun 001; Nan Ma; Dusit Niyato (IWCMC, 2025)

BIRDNN: Behavior-Imitation Based Repair for Deep Neural Networks. - Zhen Liang; Taoran Wu; Changyuan Zhao; Wanwei Liu; Bai Xue 001; Wenjing Yang 002; Ji Wang 001; Wanrong Huang (Neural Networks, 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 001; Suttinee Sawadsitang; Xuemin Shen; Dong In Kim (CoRR, 2025)

Generative AI Enabled Robust Sensor Placement in Cyber-Physical Power Systems: A Graph Diffusion Approach. - Changyuan Zhao; Guangyuan Liu; Bin Xiang; Dusit Niyato; Benoit Delinchant; Hongyang Du; Dong In Kim (CoRR, 2025)

Generative AI for Secure Physical Layer Communications: A Survey. - Changyuan Zhao; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Dong In Kim; Xuemin Shen; Khaled B. Letaief (IEEE Trans. Cogn. Commun. Netw., 2025)

The Role of Generative Artificial Intelligence in Internet of Electric Vehicles. - Hanwen Zhang 004; Dusit Niyato; Wei Zhang 082; Changyuan Zhao; Hongyang Du; Abbas Jamalipour; Sumei Sun; Yiyang Pei (IEEE Internet Things J., 2025)

Decentralization of Generative AI via Mixture of Experts for Wireless Networks: A Comprehensive Survey. - Yunting Xu; Jiacheng Wang 001; Ruichen Zhang; Changyuan Zhao; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Bo Qian 001; Haibo Zhou; Shiwen Mao; Abbas Jamalipour; Xuemin Shen; et al. (CoRR, 2025)

Toward Realization of Low-Altitude Economy Networks: Core Architecture, Integrated Technologies, and Future Directions. - Yixian Wang; Geng Sun 001; Zemin Sun; Jiacheng Wang 001; Jiahui Li 002; Changyuan Zhao; Jing Wu; Shuang Liang 003; Minghao Yin; Pengfei Wang 013; Dusit Niyato; Sumei Sun; et al. (CoRR, 2025)

Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking. - Lingyi Cai; Ruichen Zhang; Changyuan Zhao; Yu Zhang; Jiawen Kang 001; Dusit Niyato; Tao Jiang 002; Xuemin Shen (CoRR, 2025)

World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks. - Changyuan Zhao; Ruichen Zhang; Jiacheng Wang 001; Gaosheng Zhao; Dusit Niyato; Geng Sun 001; Shiwen Mao; Dong In Kim (CoRR, 2025)

Generative AI-enhanced Low-Altitude UAV-Mounted Stacked Intelligent Metasurfaces. - Geng Sun 001; Mingzhe Fan; Lei Zhang; Hongyang Pan; Jiahui Li 002; Chuang Zhang; Linyao Li; Changyuan Zhao; Chau Yuen (CoRR, 2025)

A Correlated Data-Driven Collaborative Beamforming Approach for Energy-Efficient IoT Data Transmission. - Yangning Li; Hui Kang; Jiahui Li 002; Geng Sun 001; Zemin Sun; Jiacheng Wang 001; Changyuan Zhao; Dusit Niyato (IEEE Internet Things J., 2025)

Enhancing Physical Layer Communication Security Through Generative AI with Mixture of Experts. - Changyuan Zhao; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Dong In Kim; Xuemin Shen; Khaled B. Letaief (IEEE Wirel. Commun., 2025)

Graph Diffusion-Based AeBS Deployment and Resource Allocation for RSMA-Enabled URLLC Low-Altitude Economy Networks. - Xudong Wang; Lei Feng 001; Jiacheng Wang 001; Hongyang Du; Changyuan Zhao; Wenjing Li 001; Zehui Xiong; Dusit Niyato; Ping Zhang 003 (CoRR, 2025)

Age of Information Optimization in Laser-charged UAV-assisted IoT Networks: A Multi-agent Deep Reinforcement Learning Method. - Geng Sun 001; Likun Zhang; Jiahui Li 002; Jing Wu; Jiacheng Wang 001; Zemin Sun; Changyuan Zhao; Victor C. M. Leung (CoRR, 2025)

Recovery of UAV Swarm-enabled Collaborative Beamforming in Low-altitude Wireless Networks under Wind Field Disturbances. - Geng Sun 001; Chenbang Liu; Jiahui Li 002; Guannan Qu; Shuang Liang 003; Jiacheng Wang 001; Changyuan Zhao; Dusit Niyato (CoRR, 2025)

Energy Efficient Trajectory Control and Resource Allocation in Multi-UAV-assisted MEC via Deep Reinforcement Learning. - Saichao Liu; Geng Sun 001; Chuan Zhang 003; Xuejie Liu; Jiacheng Wang 001; Changyuan Zhao; Dusit Niyato (CoRR, 2025)

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges. - Changyuan Zhao; Guangyuan Liu; Ruichen Zhang; Yinqiu Liu; Jiacheng Wang 001; Jiawen Kang 001; Dusit Niyato; Zan Li 001; Xuemin Shen; Zhu Han 001; Sumei Sun; Chau Yuen; et al. (CoRR, 2025)