高德云
博士、教授
基本信息
| 办公电话：010-51683943 | 电子邮件： gaody@bjtu.edu.cn |
| 通讯地址：北京市海淀区上园村3号北京交通大学电子信息工程学院 | 邮编：100044 |
教育背景
1990.9-1994.7 天津大学自动化系，获本科学位；1996.9-1999.3 天津大学自动化学院，获硕士学位；
1999.3-2002.9 天津大学电子信息工程学院，获博士学位；
工作经历
2002.11-2003.11 香港科技大学，博士后；2004.4-2007.3 新加坡南洋理工大学，博士后；
2007.3-2012.11 北京交通大学，讲师、副教授、博导；
2012.12-至今 北京交通大学，教授、博导；
2014.1-2015.1 美国加州大学伯克利分校，访问学者；
研究方向
- 信息网络理论及关键技术
- 通信工程
- 人工智能
- 新一代电子信息技术
招生专业
- 信息与通信工程硕士
- 通信工程（含宽带网络、移动通信等）硕士
- 信息与通信工程博士
- 通信工程（含宽带网络、移动通信等）博士
- 人工智能硕士
- 新一代电子信息技术（含量子技术等）博士
- 人工智能博士
科研项目
1. 算力路由技术研究，国家重点研发计划项目课题，完成时间：2024年12月1日至2027年11月30日，主持2. 智算融合网络异构资源弹性适配机制重点项目子课题，国家自然科学基金委，完成时间：2024年1月1日至2028年12月31日，主持
3. 面向工业XXXX领域的5G关键技术和融合性产品项目子课题，工业和信息化部，完成时间：2023年9月1日至2025年8月31日，主持
4. 车联网可信管理与隐私保护关键技术研究，国家自然科学基金项目，完成时间：2020年1月至2023年12月，主持
5. 智慧融合的新型路由交换设备研究与验证，国家重点研发计划-项目，完成时间：2019年12月至2022年11月，主持
6. 电动汽车充换电网络与广义车联网互联互通技术研究，河南电网，完成时间：2019年1月至2020年12月，主持
7. XX网络系统研究与验证-智慧移动管理机制，xxxx，完成时间：2018年11月至2021年12月，主持
8. 智慧协同路由器，红果园（横），完成时间：2016年5月至2019年5月，主持
9. 基于社会群结构的车载自组网信息服务安全机制研究，教育部博士点基金，完成时间：2014.1-2016.12，主持
10. 车载自组网信息服务安全机制研究，基本科研业务费，完成时间：2014年1月至2015年12月，主持
11. 基于车载自组网的交通异常信息分发机制研究，国家自然科学基金项目，完成时间：2013年1月至2016年12月，主持
12. 基于IPv6的无线传感器网的网络协议研发及验证, “新一代宽带无线移动通信网”国家科技重大专项，完成时间：2012年1月至2015年6月，主持
13. 城市道路区域拥塞感知的车载网信息分发，北京市自然科学基金项目，完成时间：2012年1月至2014年12月，主持
14. 无线传感器网络敌节点检测和隔离理论与关键技术，国家自然科学基金项目，完成时间：2009年1月至2011年12月，主持
15. 新一代可信任互联网可扩展路由关键技术子课题3，国家科技支撑计划，完成时间：2007年7月至2010年12月，主持
16. 下一代互联网技术实现智能建筑节能的应用示范，国家发改委CNGI项目，完成时间：2008年10月到2010年12月，主持
17. 动态变化传感器网络的可信路由研究，教育部留学回国人员科研启动基金项目，完成时间：2008年至2010年，主持
18. IPv6低速无线个域网体系结构与组网技术，国家863项目，完成时间：2007年7月至2009年12月，主持
教学工作
《互联网原理与技术》、《智慧车联网原理与技术》、《IP路由原理与技术》、《物联网概论》、《计算机网络》、《通信概论》
论文/期刊
1. Xuening Shang, Deyun Gao, Dong Yang, Chuan Heng Foh, Hongke Zhang, “Computing and Network Load Balancing for Decentralized Deep Federated Learning in Industrial Cyber-Physical Systems: A Multi-Task Approach,” IEEE Journal on Selected Areas in Communications (accepted).2. Chenxi Liao, Jia Chen, Deyun Gao, Xu Huang, Shang Liu and Dongsheng Qian, “JRLAO: Joint resource and latency-aware SFC optimized orchestration in NFV-enabled networks,” IEEE Transactions on Cognitive Communications and Networking (accepted).
3. Meiyi Yang, Deyun Gao, Weiting Zhang, Dong Yang, Dusit Niyato, Hongke Zhang, Victor C. M. Leung, “Deep reinforcement learning-based joint caching and routing in AI-driven networks,” IEEE Transactions on Mobile Computing, vol. 24, no. 3, pp. 1322-1337, 2025.
4. Du Chen, Weiting Zhang, Deyun Gao, Dong Yang, Hongke Zhang, “GFlow: GNN-based optimal flow scheduling for multipath transmission with link overlapping”, IEEE Transactions on Network Science and Engineering, vol. 11, no. 6, pp. 6244-6258, 2024.
5. Meiyi Yang, Deyun Gao, Chuan Heng Foh, Wei Quan, Victor C. M. Leung, “Multi-agent reinforcement learning-based joint caching and routing in heterogeneous networks”, IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 5, pp. 1959-1974, 2024.
6. Yufeng Li, Deyun Gao, Weiting Zhang, Ping Dong, “Flow-MPNN: A flow-based message-passing neural network for traffic engineering,” in Proc. IEEE Globecom, Cape Town, South Africa, Dec. 2024, pp. 4197-4202.
7. Qinghua Zhang, Xianchao Zhang, Jia Chen, Deyun Gao, Yingda Wu, Yinhao Wang, Xu Huang, Hongke Zhang, “Service function chain scheduling under the multi-cloud collaborative service of information networks used for cross-domain remote surgery”, IEEE Transactions on Network and Service Management, vol. 21, no. 4, pp. 4598-4612, 2024.
8. Ziheng Xu, Wei Quan, Mingyuan Liu, Nan Cheng, Xue Zhang, Yan Luo, Deyun Gao, Hongke Zhang, “DOFMS: DRL-based out-of-order friendly multipath scheduling in mobile heterogeneous networks”，IEEE Transactions on Mobile Computing, vol. 23, no. 8, pp. 8274-8288, 2024.
9. Xuening Shang, Deyun Gao, Dong Yang, Chuan Heng Foh, “Joint optimization of training job placement and SFC orchestration for ML services in ZTN”, Globecom 2023.
10. Mei Yang, Deyun Gao, Chuan Heng Foh, Sai Liu and Yajuan Qin, "Jointly Optimal Caching and Routing Using Multi-Agent Reinforcement Learning," in Proc. ICC 2023, Rome, Italy, 2023, pp. 1226-1231.
11. Du Chen, Deyun Gao, Wei Quan, Chuan Heng Foh, Hongke Zhang, “Fast and On-demand Network-wide Telemetry via Cluster Based Path Planning,” Journal of Internet Technology, vol. 24, no. 6, pp. 1343-1352, 2023.
12. Du Chen, Deyun Gao, Lu Jin, Wei Quan, Hongke Zhang, “ADAS: Adaptive Delay-Aligned Scheduling for Multipath Transmission in Heterogeneous Wireless Networks,” Peer-to-Peer Networking and Applications, vol. 16, no. 1, pp. 1583–1595, 2023
13. Mei Yang, Deyun Gao, Xiaochen Hu and Yajuan Qin, "Cost Efficient Intelligent Sensing Big Data Caching in ICN-IoT Networks," in Proc. ICC 2023, Rome, Italy, 2023, pp. 4033-4038.
14. Kang Liu, Wei Quan, Nan Cheng, Xue Zhang, Liang Guo, Deyun Gao, Hongke Zhang, "Deadline-constrained multi-agent collaborative transmission for delay-sensitive applications," IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 5, pp. 1370-1384, 2023.
15. Kang Liu, Wei Quan, Nan Cheng, Wen Wu, Ziheng Xu, Liang Guo, Deyun Gao, Hongke Zhang, "Reliable PPO-based concurrent multipath transfer for time-sensitive applications," in IEEE Transactions on Vehicular Technology, vol. 72, no. 10, pp. 13575-13590, 2023.
16. Wei Quan, Ziheng Xu, Mingyuan Liu, Nan Cheng, Gang Liu, Deyun Gao, Hongke Zhang, Xuemin Shen, Weihua Zhang, "AI-driven packet forwarding with programmable data plane: A survey," IEEE Communications Surveys & Tutorials, vol. 25, no. 1, pp. 762-790, 2023.
17. Qianpeng Wang, Deyun Gao, Chuan Heng Foh, Hongke Zhang and Victor C. M. Leung, "Decentralized CRL management for vehicular networks with permissioned blockchain," IEEE Transactions on Vehicular Technology, vol. 71, no. 11, pp. 11408-11420, 2022.
18. Meiyi Yang, Deyun Gao, Chuan Heng Foh, Yajuan Qin, Victor C. M. Leung, “A learned bloom filter-assisted scheme for packet classification in software-defined networking,” IEEE Transactions on Network and Service Management, vol. 19, no. 4, pp. 5064-5077, 2022.
19. Kuo Guo, Jia Chen, Ping Dong, Shang Liu, Deyun Gao, “FullSight: A feasible intelligent and collaborative framework for service function chains failure detection,” IEEE Transactions on Network and Service Management, vol. 19, no. 4, pp. 4546-4565, 2022.
20. Wei Quan, Mingyuan Liu, Nan Cheng, Xue Zhang, Deyun Gao, Hongke Zhang, “Cybertwin-driven DRL-based adaptive transmission scheduling for software defined vehicular networks,” IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 4607-4619, 2022.
21. Sheraz Haider, Deyun Gao, Rehan Ali, Arif Hussain, Muhammad Talha Ikram, “A privacy conserves pseudonym acquisition scheme in vehicular communication systems,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 15536-15545, 2022.
22. Du Chen, Deyun Gao, Chuan Heng Foh and Hanxiao Yan, "CFINT: Cluster based fast in-band network-wide telemetry in 6G-enabled networks," in Proc. IEEE Globecom 2022, Rio de Janeiro, Brazil, 2022, pp. 1699-1704.
23. Weixuan Wang, Wenjuan Yu, Chuan Heng Foh, Deyun Gao and Qiang Ni, "User scheduling in NOMA random access using contextual multi-armed bandits," in Proc. IEEE Globecom 2022, Rio de Janeiro, Brazil, 2022, pp. 112-117.
24. Qianpeng Wang, Deyun Gao, Chuan Heng Foh and Victor C. M. Leung, "Reducing revocation latency in IoV using edge computing and permissioned blockchain," in Proc. IEEE ICC 2022, Seoul, Korea, 2022, pp. 2768-2773.
25. Mingyuan Liu, Wei Quan, Zhiruo Liu, Yuan Zhang, Deyun Gao and Hongke Zhang, "Combating eavesdropping with resilient multipath transmission for space/aerial-assisted IoT," in Proc. ICC 2022, Seoul, Korea, 2022, pp. 2230-2235.
26. Kang Liu, Wei Quan, Nan Cheng, Ziheng Xu, Jun Deng, Deyun Gao, "PPO-based Reliable Concurrent Transmission Control for Telemedicine Real-time Services," in Proc. IEEE ICC 2022, Seoul, Korea, 2022, pp. 4655-4660.
27. Qianpeng Wang;Deyun Gao;Chuan Heng Foh;Hongke Zhang;Victor C. M. Leung, “Protocols design and area division for privacy-preserving delay-aware authentication in vehicular networks,” IEEE Transactions on Vehicular Technology, vol. 70, no. 11, pp. 11129-11144, 2021.
28. Kang Liu, Wei Quan, Deyun Gao, Chengxiao Yu, Mingyuan Liu, Yuming Zhang, “Distributed asynchronous learning for multipath data transmission based on P-DDQN,” China Communications, vol. 18, no. 8, pp. 62-74, 2021.
29. Meiyi Yang, Deyun Gao, Chuan Heng Foh, “Efficient packet classification with learned bloom filter in software-defined networking,” in Proc. IEEE ICC 2021, Montreal, QC, Canada, 2021, pp. 1-6.
30. Chengxiao Yu, Wei Quan, Deyun Gao, Yuming Zhang, Kang Liu, Wen Wu, Hongke Zhang, Xuemin Shen, “Reliable cybertwin-driven concurrent multipath transfer with deep reinforcement learning,” IEEE Internet of Things Journal, vol. 8, no. 22, pp. 16207-16218, 2021.
31. Gang Liu, Wei Quan, Nan Cheng, Deyun Gao, Ning Lu, Hongke Zhang, Xuemin Shen, "Softwarized IoT network immunity against eavesdropping with programmable data planes," IEEE Internet of Things Journal, vol. 8, no. 8, pp. 6578-6590, 2021.
32. Mingyuan Liu, Wei Quan, Chengxiao Yu, Xue Zhang, Deyun Gao, “Deep reinforcement learning based adaptive transmission control in vehicular networks,” in Proc. IEEE VTC2021-Fall, Norman, OK, USA, 2021, pp. 1-5.
33. Du Chen, Deyun Gao, Wei Quan, Qianpeng Wang, Gang Liu, Hongke Zhang, “Promoting Network Automation for Heterogeneous Networks Collaboration”, in Proc. IEEE VTC2002-Fall, Victoria, BC, Canada, Nov. 2020, pp. 1-5.
34. Qianpeg Wang, Deyun Gao, Chua Heng. Foh and Victor C. M. Leung, "An edge computing-enabled decentralized authentication scheme for vehicular networks," in Proc. IEEE ICC 2020, Dublin, Ireland, May 2020, pp. 1-7.
35. Lu Jin, Wei Quan, Gang Liu, Deyun Gao, Chua Heng Foh and Qianpeng Wang, "DPS: A delay-programmable scheduler for the packet out-of-order mitigation in heterogeneous networks," in Proc. IEEE ICC 2020, Dublin, Ireland, May 2020, pp. 1-6.
36. Fucong Yang, Wei Quan, Nan Cheng, Ziheng Xu, Xue Zhang, Deyun Gao, "Fast-INT: Light-weight and efficient in-band network telemetry in programmable data plane," in Proc. IEEE VTC2020-Fall, Victoria, BC, Canada, 2020, pp. 1-5.
37. Qianpeng, Deyun Gao, Wanting Zhu, “Cloud-enabled software-defined vehicular networks: Architecture, applications and challenges,” Journal of Internet Technology, vol. 20, no. 6, pp. 1819-1828, 2019.
38. Tong Xu, Deyun Gao, Ping Dong, Chuan Heng Foh, Hongke Zhang, Victor C. M. Leung, “Improving the security of wireless communications on high-speed trains by efficient authentication in SCN-R,” IEEE Transactions on Vehicular Technology, vol. 68, no. 8, pp. 7283-7295, 2019.
39. Wenfeng Shi, Deyun Gao, Huachun Zhou, et al., “Distributed contact plan design for multi-layer satellite-terrestrial network,” China Communications, vol. 15, no. 1, pp. 23-34, 2018.
40. Tong Xu, Deyun Gao, Ping Dong, Chuan Heng Foh, Hongke Zhang, “Mitigating the table-overflow attack in software-defined networking,” IEEE Transactions on Network and Service Management, vol. 14, no. 4, pp. 1086-1097, 2017.
41. Deyun Gao, Ying Rao, Chuan Heng Foh, Hongke Zhang, Athanasios V. Vasilakos, “PMNDN: Proxy based mobility support approach in mobile NDN environment,” IEEE Transactions on Network and Service Management, vol. 14, no. 1, pp. 191-203, 2017.
专著/译著
Deyun Gao, Linjuan Zhang and Yingying Gong, “Routing Protocol with Unavailable Nodes in Wireless Sensor Network”, Book Chapter in Smart Wireless Sensor Networks, InTech, pp. 102-126, 2010.
专利
授权中国发明专利35项
软件著作权
获得软件著作权登记2项
获奖与荣誉
一体化标识网络系统，教育部科技成果鉴定
BJTU IPv6微型传感路由器，中国电子学会电子信息科学技术奖二等奖