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Jingyang (William) Zhu - Publications

Publications

  • Journal Articles

  1. Z. Wang, Y. Shi, Y. Zhou, J. Zhu, and K. B. Letaief, "Edge Large AI Models: Revolutionizing 6G Networks," IEEE Communications Magazine, Accepted, May 2025. [pdf]

  2. Y. Shi, J. Zhu*, C. Jiang, L. Kuang, and K. B. Letaief, "Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies," Sci. China Inf. Sci., Accepted, May 2025. [pdf]

  3. J. Zhu, Y. Shi, Y. Zhou, C. Jiang, and L. Kuang, "Hierarchical Learning and Computing over Space-Ground Integrated Networks," IEEE Trans. Mobile Comput., early access, May 2025. [pdf] [code]

  4. Y. Shi, L. Zeng, J. Zhu, Y. Zhou, C. Jiang, and K. B. Letaief, "Satellite Federated Edge Learning: Architecture Design and Convergence Analysis," IEEE Trans. Wireless Commun., vol. 23, no. 10, Oct. 2024. [pdf]

  5. J. Zhu, Y. Shi, Y. Zhou, C. Jiang, W. Chen, and K. B. Letaief, "Over-the-Air Federated Learning and Optimization," IEEE Internet Things J., vol. 10, no. 11, pp. 16996 - 17020, May 2024. [pdf] [code]

  6. J. Zhu, Y. Shi, M. Fu, Y. Zhou, Y. Wu, and L. Fu, "Latency Minimization for Wireless Federated Learning with Heterogeneous Local Model Updates," IEEE Internet Things J., vol. 11, no. 1, pp. 444-461, Jan. 2024. [pdf]

  • Conference Proceedings

  1. Z. Yang, P. Zhang, J. Zhu, D. Wen, Y. Shi, and W. Chen, "Hierarchical Federated Learning with Integrated Sensing-Communication-Computation over Space-Air-Ground Integrated Networks," in Proc. IEEE Int. Conf. Commun. (ICC), Montreal, Canada, Jun. 2025, Accepted.

  2. R. Li, J. Zhu, Y. Mao, Y. Shi, T. Wang, C. Jiang, "Topology-Aware Routing for Federated Learning Over Multi-Layer Satellite Networks," in Proc. IEEE Wireless Commun. Netw. Conf. (WCNC), Mar. 2025, Milan, Italy. [pdf]

  3. Y. Zhu, P. Yang, J. Zhu, D. Wen, T. Wang, Y. Zhou, and C. Jiang, "Satellite Federated Fine-tuning for Foundation Models: Architecture Design and System Optimization", in Proc. IEEE Global Conf. Commun. (GLOBECOM), Dec.2024, Cape Town, South Africa. [pdf]

  4. Y. Wang, J. Zhu, Y. Mao, D. Wen, X. Tian, and Y. Shi, "Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks," in Proc. IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Dec. 2023, Kuala Lumpur, Malaysia. [pdf]

  5. J. Zhu, Y. Shi, M. Fu, Y. Zhou, Y. Wu, and L. Fu, "Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates," in Proc. IEEE Wireless Commun. Netw. Conf. (WCNC), Mar. 2023, Glasgow, Scotland. [pdf]

  6. S. Xia, J. Zhu, Y. Yang, Y. Zhou, Y. Shi, and W. Chen, "Fast Convergence Algorithm for Analog Federated Learning," in Proc. IEEE Int. Conf. Commun. (ICC), Online, 2021. [pdf]