Publications
jinkeren@cuhk.edu.cn
Room 204A, Zhi Xin Building
Data analytics, machine learning, information theory, communication networks, blockchain technologies
https://myweb.cuhk.edu.cn/jinkeren/Home/Index
J. Ren, C. Liu, G. Yu, and D. Guo, "A new distributed method for training generative adversarial networks," arXiv preprint arXiv:2107.08681, 2021.
J. Ren, G. Yu, and G. Ding, "Accelerating DNN training in wireless federated edge learning systems," IEEE J. Sel. Areas Commun., vol. 39, no. 1, pp. 219-232, Jan. 2021.
J. Ren, Y. He, D. Wen, G. Yu, K. Huang, and D. Guo, "Importance- and channel-aware scheduling in cellular federated edge learning," in Proc. ACSSC, Pacific Grove, CA, USA, Nov. 2020, pp. 1-5.
J. Ren, Y. He, D. Wen, G. Yu, K. Huang, and D. Guo, "Scheduling for cellular federated edge learning with importance and channel awareness," IEEE Trans. Wireless Commun., vol. 19, no. 11, pp. 7690-7703, Nov. 2020.
J. Ren, Y. He, G. Yu, and G. Y. Li, "Joint communication and computation resource allocation for cloud-edge collaborative system," in Proc. IEEE WCNC, Marrakesh, Morocco, Apr. 2019, pp. 1-6.
J. Ren, Y. Ruan, and G. Yu, "Data transmission in mobile edge networks: Whether and where to compress," IEEE Commun. Lett., vol. 23, no. 3, pp. 490-493, Mar. 2019.
J. Ren, Y. He, G. Huang, G. Yu, Y. Cai, and Z. Zhang, "An edge-computing based architecture for mobile augmented reality," IEEE Netw., vol. 33, no. 4, pp. 162-169, Jul. 2019.
J. Ren, G. Yu, Y. He, and G. Y. Li, "Collaborative cloud and edge computing for latency minimization," IEEE Trans. Veh. Technol., vol. 68, no. 5, pp. 5031-5044, May 2019. (ESI Highly Cited Paper)
J. Ren, G. Yu, Y. Cai, and Y. He, "Latency optimization for resource allocation in mobile-edge computation offloading," IEEE Trans. Wireless Commun., vol. 17, no. 8, pp. 5506-5519, Aug. 2018. (ESI Highly Cited Paper)
J. Ren, G. Yu, Y. Cai, Y. He, and F. Qu, "Partial offloading for latency minimization in mobile-edge computing," in Proc. IEEE GLOBECOM, Singapore, Dec. 2017, pp. 1-6.