| Generative AI for secure physical layer communications: A survey C Zhao, H Du, D Niyato, J Kang, Z Xiong, DI Kim, X Shen, KB Letaief IEEE Transactions on Cognitive Communications and Networking, 2024 | 90 | 2024 |
| Generative AI enabled robust data augmentation for wireless sensing in ISAC networks J Wang, C Zhao, H Du, G Sun, J Kang, S Mao, D Niyato, DI Kim IEEE Journal on Selected Areas in Communications, 2025 | 36 | 2025 |
| Toward realization of low-altitude economy networks: Core architecture, integrated technologies, and future directions Y Wang, G Sun, Z Sun, J Wang, J Li, C Zhao, J Wu, S Liang, M Yin, ... arXiv preprint arXiv:2504.21583, 2025 | 36 | 2025 |
| Generative AI-enabled wireless communications for robust low-altitude economy networking C Zhao, J Wang, R Zhang, D Niyato, G Sun, H Du, DI Kim, A Jamalipour arXiv preprint arXiv:2502.18118, 2025 | 35 | 2025 |
| Embodied AI-enhanced vehicular networks: An integrated vision language models and reinforcement learning method R Zhang, C Zhao, H Du, D Niyato, J Wang, S Sawadsitang, X Shen, ... IEEE Transactions on Mobile Computing, 2025 | 29* | 2025 |
| Enhancing physical layer communication security through generative AI with mixture of experts C Zhao, H Du, D Niyato, J Kang, Z Xiong, DI Kim, XS Shen, KB Letaief IEEE Wireless Communications, 2025 | 25 | 2025 |
| The role of generative artificial intelligence in internet of electric vehicles H Zhang, D Niyato, W Zhang, C Zhao, H Du, A Jamalipour, S Sun, Y Pei IEEE Internet of Things Journal, 2024 | 21 | 2024 |
| Toward edge general intelligence with agentic AI and agentification: Concepts, technologies, and future directions R Zhang, G Liu, Y Liu, C Zhao, J Wang, Y Xu, D Niyato, J Kang, Y Li, ... arXiv preprint arXiv:2508.18725, 2025 | 16 | 2025 |
| World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks C Zhao, R Zhang, J Wang, G Zhao, D Niyato, G Sun, S Mao, DI Kim arXiv preprint arXiv:2506.00417, 2025 | 11 | 2025 |
| Inner approximating robust reach-avoid sets for discrete-time polynomial dynamical systems C Zhao, S Zhang, L Wang, B Xue IEEE Transactions on Automatic Control 68 (8), 4682-4694, 2022 | 9 | 2022 |
| Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning C Zhao, R Zhang, J Wang, D Niyato, G Sun, H Du, Z Li, A Jamalipour, ... arXiv preprint arXiv:2505.15571, 2025 | 8 | 2025 |
| Edge general intelligence through world models and agentic AI: Fundamentals, solutions, and challenges C Zhao, G Liu, R Zhang, Y Liu, J Wang, J Kang, D Niyato, Z Li, Z Han, ... arXiv preprint arXiv:2508.09561, 2025 | 7 | 2025 |
| Large language model-enhanced reinforcement learning for low-altitude economy networking L Cai, R Zhang, C Zhao, Y Zhang, J Kang, D Niyato, T Jiang, X Shen arXiv preprint arXiv:2505.21045, 2025 | 7 | 2025 |
| Decentralization of Generative AI via Mixture of Experts for Wireless Networks: A Comprehensive Survey Y Xu, J Wang, R Zhang, C Zhao, D Niyato, J Kang, Z Xiong, B Qian, ... arXiv preprint arXiv:2504.19660, 2025 | 6 | 2025 |
| Repairing deep neural networks based on behavior imitation Z Liang, T Wu, C Zhao, W Liu, B Xue, W Yang, J Wang arXiv preprint arXiv:2305.03365, 2023 | 6 | 2023 |
| Signal Detection in Near-field Communication with Unknown Noise Characteristics: A Diffusion Model Method C Zhao, J Wang, R Zhang, D Niyato, DI Kim, H Du arXiv preprint arXiv:2409.14031, 2024 | 5 | 2024 |
| Generative AI Enabled Robust Sensor Placement in Cyber-Physical Power Systems: A Graph Diffusion Approach C Zhao, G Liu, B Xiang, D Niyato, B Delinchant, H Du, DI Kim arXiv preprint arXiv:2501.06756, 2025 | 4 | 2025 |
| Credit assignment for trained neural networks based on Koopman operator theory Z Liang, C Zhao, W Liu, B Xue, W Yang, Z Pang arXiv preprint arXiv:2212.00998, 2022 | 4 | 2022 |
| Age of information optimization in laser-charged UAV-assisted IoT networks: A multi-agent deep reinforcement learning method G Sun, L Zhang, J Li, J Wu, J Wang, Z Sun, C Zhao, VCM Leung IEEE Transactions on Network Science and Engineering, 2025 | 3 | 2025 |
| A correlated data-driven collaborative beamforming approach for energy-efficient IoT data transmission Y Li, H Kang, J Li, G Sun, Z Sun, J Wang, C Zhao, D Niyato IEEE Internet of Things Journal, 2025 | 3 | 2025 |
Dusit (Tao) NiyatoNanyang Technological University (NTU)Verified email at ntu.edu.sg
