先后承擔了國家科技重大專項“面向工業(yè)制造的5G業(yè)務研發(fā)與試驗”、北京市科委重點培育專項 “5G超高清視頻傳輸與處理關鍵技術研發(fā)及示范”等多個項目，相關成果發(fā)表在ICC、GlobalCom、WCNC等國際學術會議與期刊。
(1) L. Xu, X. Zhou, X. Lin, Y. Ren, Y. Qin and J. Liu, "A New Loss Function for Traffic Classification Task on Dramatic Imbalanced Datasets," ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, pp. 1-7, doi: 10.1109/ICC40277.2020.9148638.
(2) Y. Ren, Z. Li, J. Li, Y. Qin, H. Wu and X. Zhou, "DMF: A Dynamic Multi-Path Forwarding Strategy for Information Centric Networks," 2019 IEEE 21st International Conference on High Performance Computing and Communications (HPCC), 2019, pp. 2495-2501, doi: 10.1109/HPCC/SmartCity/DSS.2019.00349.
(3) Y. Zhou, Y. Ren, X. Zhou, W. Yang and Y. Qin, "A Scientific Data Traffic Scheduling Algorithm Based on Software-Defined Networking," 2019 IEEE 21st International Conference on High Performance Computing and Communications (HPCC), 2019, pp. 62-67, doi: 10.1109/HPCC/SmartCity/DSS.2019.00024.
(4) L. Xu, X. Zhou, Y. Ren and Y. Qin, "A Traffic Classification Method Based on Packet Transport Layer Payload by Ensemble Learning," 2019 IEEE Symposium on Computers and Communications (ISCC), 2019, pp. 1-6, doi: 10.1109/ISCC47284.2019.8969702.
(5) Z. Li, X. Zhou, J. Gao and Y. Qin, "SDN Controller Load Balancing Based on Reinforcement Learning," 2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS), 2018, pp. 1120-1126, doi: 10.1109/ICSESS.2018.8663757.
(6) Z. Li, X. Zhou and Y. Qin, "A Survey of Mobile Edge Computing in the Industrial Internet," 2019 7th International Conference on Information, Communication and Networks (ICICN), 2019, pp. 94-98, doi: 10.1109/ICICN.2019.8834959.