博士（浙江大学）

学士（浙江大学）

任金科，香港中文大学（深圳）研究助理教授。2022年获得浙江大学信息与通信工程专业博士学位，同年加入香港中文大学（深圳），担任深圳市未来智联网络研究院博士后研究员。2019~2021年作为联合培养博士生在美国西北大学（Northwestern University）进行学术研究。目前主要从事通信网络与AI的深度融合、区块链等方面的研究。

任金科博士长期担任IEEE Transactions on Mobile Computing、IEEE Journal on Selected Areas in Communications和IEEE Transactions on Wireless Communications等二十余个国际期刊和会议的审稿人。曾获得2016年美国大学生数学建模竞赛国际一等奖、2020年IEEE Transactions on Communications模范审稿人奖（授予比例<2%）、2024年中国机器人及人工智能大赛（广东赛区）二等奖，并在2022~2024年连续三年入选“全球前2%顶尖科学家榜单”。

1. J. Ren, G. Yu, Y. He, and G. Y. Li, “Collaborative cloud and edge computing for latency minimization,” IEEE Transactions on Vehicular Technology, vol. 68, no. 5, pp. 5031-5044, May 2019. [ESI Highly Cited Paper]
2. J. Ren, G. Yu, Y. Cai, and Y. He, “Latency optimization for resource allocation in mobile-edge computation offloading,” IEEE Transactions on Wireless Communications, vol. 17, no. 8, pp. 5506-5519, Aug. 2018. [ESI Highly Cited Paper]
3. J. Ren, Z. Zhang, J. Xu, G. Chen, Y. Sun, P. Zhang, and S. Cui, “Knowledge base enabled semantic communication: A generative perspective,” IEEE Wireless Communications, vol. 31, no. 4, pp. 14-22, Aug. 2024.
4. J. Ren, G. Yu, and G. Ding, “Accelerating DNN training in wireless federated edge learning systems,” IEEE Journal on Selected Areas in Communications, vol. 39, no. 1, pp. 219-232, Jan. 2021. [CCF-A]
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 Transactions on Wireless Communications, vol. 19, no. 11, pp. 7690-7703, Nov. 2020.
6. J. Ren, Y. He, G. Huang, G. Yu, Y. Cai, and Z. Zhang, “An edge-computing based architecture for mobile augmented reality,” IEEE Network, vol. 33, no. 4, pp. 162-169, Jul./Aug. 2019.
7. J. Ren, Y. Ruan, and G. Yu, “Data transmission in mobile edge networks: Whether and where to compress?” IEEE Communications Letters, vol. 23, no. 3, pp. 490-493, Mar. 2019.
8. J. Ren, Y. He, G. Yu, and G. Y. Li, “Joint communication and computation resource allocation for cloud-edge collaborative system,” in Proc. IEEE Conference on Wireless Communications and Networking (WCNC), Marrakesh, Morocco, Apr. 2019, pp. 1-6.
9. J. Ren, G. Yu, Y. Cai, Y. He, and F. Qu, “Partial offloading for latency minimization in mobile-edge computing,” in Proc. IEEE Global Communications Conference (GLOBECOM), Singapore, Dec. 2017, pp. 1-6.
10. Y. Lin, Z. Gao, H. Du, D. Niyato, G. Gui, S. Cui, and J. Ren# (corresponding author), “Scalable federated unlearning via isolated and coded sharding,” in Proc. International Joint Conference on Artificial Intelligence (IJCAI), Jeju, South Korea, Aug. 2024. [CCF-A]