Publications

Here is a full list of my publications:

Journal Papers

• J. Shao, J. Tong, Q. Wu, W. Guo, Z. Li, Z. Lin, and J. Zhang, "WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence," J. Commun. Inf. Netw. (JCIN), vol. 9, pp. 99-112, Jun. 2024.

• W. Guo, C. Huang, X. Qin, L. Yang, and W. Zhang, "Dynamic Clustering and Power Control for Two-Tier Wireless Federated Learning," IEEE Trans. Wireless Commun. (TWC), vol. 23, no. 2, pp. 1356-1371, Feb. 2024.

• W. Guo, R. Li, C. Huang, X. Qin, K. Shen, and W. Zhang, "Joint Device Selection and Power Control for Wireless Federated Learning," IEEE J. Sel. Areas Commun. (JSAC), vol. 40, no. 8, pp. 2395-2410, Aug. 2022.

• W. Guo, H. Zhang, and C. Huang, " Energy Efficiency of Two-Way Communications under Various Duplex Modes," IEEE Internet Things J. (IoT-J), vol. 8, no. 3, pp. 1921-1933, Feb. 2021.

Conference Papers

• W. Guo, M. He, C. Huang, H. He, S. Song, J. Zhang, K. B. Letaief, "Model-Driven Deep Learning for Distributed Dectection in WSNs with Binary Quantization," in Proc. IEEE Mediterranean Conf. Commun. Netw. (MeditCom), Jul. 2024.

• W. Guo, R. Li, C. Huang, X. Qin, K. Shen, and W. Zhang, " Optimized Device Selection and Power Control for Wireless Federated Learning," in Proc. IEEE Global Commun. Conf. (Globecom), Dec. 2022.

• W. Guo, C. Huang, X. Qin, L. Yang, and W. Zhang, " Dynamic Clustering and Power Control for Two-Tier Over-the-Air Federated Learning," in Proc. IEEE/CIC Int. Conf. Commun. China (ICCC), Aug. 2022.

• W. Guo and C. Huang, " Energy Efficiency of Full-Duplex Two-Way Channels," in Proc. IEEE Global Conf. Signal Inf. Process. (GlobalSIP), Nov. 2019.

Preprints

• J. Tong, J. Shao, Q. Wu, W. Guo, Z. Li, Z. Lin, and J. Zhang, "WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks", arXiv: 2409.07964, 2024.

• W. Guo, M. He, C. Huang, H. He, S. Song, J. Zhang, K. B. Letaief, "Model-Driven Deep Learning for Distributed Dectection with Binary Quantization", arXiv: 2404.00309, 2024.

Patents

• 一种面向无线联邦学习的用户协同传输方法，黄川，崔曙光，郭玮，专利申请号：202211032064.0，2022. (CN Patent)