權偉

簡歷

Wei Quan(Member, IEEE) received the Ph.D. degree in communication and information system from Beijing University of Posts and Telecommunications (BUPT), Beijing, China, in 2014. He is currently a Full Professor with the School of Electronic and Information Engineering, Beijing Jiaotong University (BJTU), Beijing, China. He has coauthored more than 50 papers in prestigious international journals and conferences, including IEEE Journal on Selected Areas in Communications, IEEE Communications Magazine, IEEE Wireless Communications, IEEE Network, IEEE Transactions on Vehicular Technology, IEEE Communications Letters. His research interests focus on reliable transmission in mobile networks, vehicular networks and Industrial IoT. Dr. Quan is an Associate Editor for the IEEE Transactions on Vehicular Technology, Peer-to-Peer Networking and Applications, Journal of Internet Technology, and IEEE Access. He is a winner of 2022 IEEE ComSoc Asia-Pacific Outstanding Young Researcher Award and a principle investigator (PI) of National Key Research and Development Program of China.

教育背景

• 北京郵電大學，網絡技術研究院，通信與信息系統，博士學位

獎勵榮譽

國家優青科學基金獲得者

國家重點研發計劃項目青年首席科學家

IEEE通信學會亞太地區傑出青年

北京市科技新星

獲河南省科技進步一等獎（排3）、中國產學研合作創新成果一等獎（排2）、中國自動化學會科技進步一等獎（排4）、中國通信學會科技進步二等獎（排2）

工作經歷

• 2024-07至現在，副院長，北京交通大學，科學技術研究院、川藏鐵路研究院
• 2022-08至2023-07 處長助理（掛職），北京交通大學，科學技術研究院先進技術處
• 2021-12至現在，教授（破格晉升）、博士生導師，北京交通大學，電子信息工程學院、移動專用網絡國家工程研究中心
• 2018-12至2021.-12，副教授、博士生導師，北京交通大學，電子信息工程學院、下一代互聯網互聯設備國家工程實驗室
• 2017-10至2018-09，訪問學者，加拿大滑鐵盧大學，電氣與計算機工程學院
• 2014-08至2018-11，講師，北京交通大學，電子信息工程學院、下一代互聯網互聯設備國家工程實驗室
• 2014-08至2016-08，博士後，北京交通大學，電子信息工程學院、下一代互聯網互聯設備國家工程實驗室

研究方向

• 信息網絡理論及關鍵技術
• 通信工程
• 人工智能
• 新一代電子信息技術
• 寬帶移動通信系統與專用移動通信
• 低空智能通信與網聯技術

招生專業

• 信息與通信工程碩士
• 通信工程碩士
• 信息與通信工程博士

科研項目

• 國家自然科學基金「面上」: 高速列車場景下車地多路協同可靠傳輸機制研究, 2024-2027
• 北京市科委: 北京市科技新星計劃-新一代高鐵智能無損可靠傳輸技術研究, 2023-2025
• 國家重點研發計劃-項目: 多模態網絡新型可靠傳輸控制關鍵技術研究與驗證, 2022-2025
• 北京市自然基金「面上」: 基於融合學習的高速鐵路環境下跨網柔性協同傳輸與調度方法, 2021-2022
• 國家重點研發計劃-項目: 智慧融合的新型路由交換設備研究與驗證, 2019-2022
• 國家重點研發計劃-任務: 基於服務的開放網絡架構研究與驗證, 2019-2020
• 紅果園國家級科技委、後勤保障項目（不再立新項目）: XX網絡系統研究與驗證-協同安全傳輸機制, 2018-2021
• 基本科研業務費自由申報項目: 基於深度學習的SDN智慧融合控制機制研究, 2019-2023
• 紅果園國家級科技委、後勤保障項目（不再立新項目）: 自主網絡服務控制協議設計與驗證, 2017-2021
• 國家重點研發計劃: ICT一體化5G開放網絡架構研究, 2017-2018
• 紅果園省部級"四總部": 自主互聯網標識映射查詢協議標準研製與驗證, 2014-2020

教學科目

• 本科生課程：《數據結構》、《基於ACM平台編程訓練》、《大學生實用寫作》、《物聯網技術》
• 研究生課程：《電子信息專業外語》、《物聯網技術》

論文/期刊

2025年

• Guo R, Quan W, Huang X, et al."Joint Trajectory Planning and Task Offloading in UAV-Assisted Inspection Networks: A Transformer-Based Approach".IEEE Transactions on Mobile Computing ( Early Access )
• Zhang X, Zhang Y, Quan W, et al."Predictive-Proactive Congestion Avoidance for Cross-Domain Data Center Interconnect". IEEE Transactions on Network Science and Engineering, 2025.
• Xu Z, Quan W, Cheng N, et al."HarmonyPath: Fine-Grained Flexible Multipath Transmission for Mobile Differentiated Services". IEEE Transactions on Mobile Computing, 2025.
• Liu G, Quan W, Cheng N, et al."VoNTN: Real-Time and High-Quality Voice Services over Narrowband Non-Terrestrial Networks". IEEE Transactions on Vehicular Technology, 2025.
• 張維庭,孫童,權偉,等.面向智算融合的新型網絡架構及關鍵技術[J].無線電通信技術,2025,51(02):219-223.
• Liu K, Quan W,Zhang Y, et al., "INCC: In-Network Congestion Control With Proactive Bottleneck Awareness". IEEE Transactions on Networking, 2025.

2024年

• J He, N Cheng, R Sun, R Zhang, C Zhou, W Quan, C Li."Towards Native Intelligence: An Efficient and Flexible AI Services Provision Scheme in Multi-Layer Heterogeneous Networks".IEEE Internet of Things Journal, 2024
• X. Hu, Y. Zhang, M. Liu, X. Ma; W. Quan; D. Gao."Adaptive-INT: Fast Network Anomaly Perception Based on Multidimensional Attribute Measurement".2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), Beijing, China, 2024, pp. 1-6.
• X Zhang, Y Zhuang, Y Zhang, M Liu, J Liang, W Quan, H Zhang."SIF: Flexible Identifier based Forwarding for Heterogeneous Non-Terrestrial Network".2024 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), Beijing, China, 2024, pp. 1-6.
• M. Yang， D. Gao， C. Heng Foh， W. Quan and V. C. M. Leung， 「Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks，」 in IEEE Transactions on Cognitive Communications and Networking， vol. 10， no. 5， pp. 1959-1974， Oct. 2024， doi： 10.1109/TCCN.2024.3391322.
• J. Deng et al., "CCRA: Covert Channel-based Reliable Authentication Scheme for UAV-assisted RAN," GLOBECOM 2024 - 2024 IEEE Global Communications Conference, Cape Town, South Africa, 2024, pp. 4860-4865, doi: 10.1109/GLOBECOM52923.2024.10901302.

2023年

• Z. Xu et al., "FBMS: Friendliness Balancing Based Multipath Scheduling for Differential Video Streaming". GLOBECOM 2023 - 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 2023, pp. 134-139.
• Tu Z, Zhou H, Li K, et al."Blockchain-based differentiated authentication mechanism for 6G heterogeneous networks". Peer-to-Peer Networking and Applications, 2023: 1-22.
• Chen D, Gao D, Jin L, et al."ADAS: Adaptive Delay-Aligned Scheduling for Multipath Transmission in Heterogeneous Wireless Networks". Peer-to-Peer Networking and Applications, 2023: 1-13.
• Liu K, Quan W, Cheng N, et al."Reliable PPO-Based Concurrent Multipath Transfer for Time-Sensitive Applications". IEEE Transactions on Vehicular Technology, 2023.
• K. Liu, W. Quan, N. Cheng, X. Zhang, L. Guo, D. Gao, and H. Zhang, "Deadline-Constrained Multi-Agent Collaborative Transmission for Delay-Sensitive Applications". in IEEE Transactions on Cognitive Communications and Networking, 2023.
• Wang X, Cheng N, Fu L, et al."Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach". arXiv preprint arXiv:2306.08938, 2023.
• Yang H, Cheng N, Sun R, et al. "Knowledge-driven resource allocation for d2d networks: A wmmse unrolled graph neural network approach". arXiv preprint arXiv:2307.05882, 2023.
• He J, Cheng N, Yin Z, et al. "Service-Oriented Network Resource Orchestration in Space-Air-Ground Integrated Network". IEEE Transactions on Vehicular Technology, 2023.
• Ma L, Cheng N, Wang X, et al. "Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach". arXiv preprint arXiv:2308.07511, 2023.

2022年

• Quan W, Liu M, Cheng N, et al."Cybertwin-driven adaptive transmission scheduling for software defined vehicular networks,". IEEE Transactions on Vehicular Technology, 2022, 71(5): 4607-4619.
• Xiao Y, Quan W, Zhou H, et al."Lightweight Natural Language Driven Intent Translation Mechanism for Intent Based Networking,"//2022 7th International Conference on Computer and Communication Systems (ICCCS). IEEE, 2022: 46-51.
• Yu C, Quan W, Liu K, et al. "DRL-Based Fountain Codes for Concurrent Multipath Transfer in 6G Networks," IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2022: 1-6.
• Liu K, Quan W, Cheng N, et al. "PPO-based Reliable Concurrent Transmission Control for Telemedicine Real-time Services,"//ICC 2022-IEEE International Conference on Communications. IEEE, 2022: 4655-4660.
• Liu M, Quan W, Liu Z, et al."Combating Eavesdropping with Resilient Multipath Transmission for Space/aerial-assisted IoT,"//ICC 2022-IEEE International Conference on Communications. IEEE, 2022: 2230-2235.
• Li X, Liu M, Cheng N, et al."RPQ: Resilient-Priority Queue Scheduling for Delay-Sensitive Applications,"//2022 IEEE 23rd International Conference on High Performance Switching and Routing (HPSR). IEEE, 2022: 53-58.
• Wang X, Fu L, Cheng N, et al."Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach,". Remote Sensing, 2022, 14(17): 4377.
• Quan W, Xu Z, Liu M, et al."AI-driven Packet Forwarding with Programmable Data Plane: A Survey,". IEEE Communications Surveys & Tutorials, 2022.
• Yu C, Quan W, Liu K, et al."Deep reinforcement learning-based fountain coding for concurrent multipath transfer in high-speed railway networks,". Peer-to-Peer Networking and Applications, 2022, 15(6): 2744-2756.

2021年

• Liu M, Quan W, Yu C, et al. "Deep Reinforcement Learning based Adaptive Transmission Control in Vehicular Networks," 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall). IEEE, 2021: 1-5.
• Liu K, Quan W, Gao D, et al. "Distributed asynchronous learning for multipath data transmission based on P-DDQN," China Communications, 2021, 18(8): 62-74.
• Zhanga H, Quana W. "Networking automation and intelligence: A new era of network innovation,". Education, 2021, 2095: 8099.
• Yu C, Quan W, Gao D, et al., "Reliable Cybertwin-Driven Concurrent Multipath Transfer With Deep Reinforcement Learning," IEEE Internet of Things Journal, 2021, 8(22): 16207-16218.
• Zhang W, Yang D, Peng H, et al., "Deep Reinforcement Learning Based Resource Management for DNN Inference in Industrial IoT," IEEE Transactions on Vehicular Technology, 2021, 70(8): 7605-7618.
• Zhou C, Quan W, Gao D, et al., "AMS: Adaptive Multipath Scheduling Mechanism against Eavesdropping Attacks with Programmable Data Planes," IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC). IEEE, 2021, 5: 2357-2361.
• Liu G, Quan W, Cheng N, et al., "Softwarized IoT Network Immunity Against Eavesdropping With Programmable Data Planes," IEEE Internet of Things Journal, 2021, 8(8): 6578-6590.
• Zhanga H, Quana W. Networking automation and intelligence: A new era of network innovation[J]. Education, 2021, 2095: 8099.

2020年

• Zhang W, Yang D, Peng H, et al., "Deep Reinforcement Learning Based Resource Management for DNN Inference in IIoT," GLOBECOM 2020-2020 IEEE Global Communications Conference. IEEE, 2020: 1-6.
• Chen C Y, Quan W, Cheng N, et al., "IEEE Access Special Section Editorial: Artificial Intelligence in Cybersecurity," IEEE Access, 2020, 8: 163329-163333.
• Liu G, Quan W, Cheng N, et al., "P4NIS: Improving The Network Immunity against Eavesdropping with Programmable Data Planes," IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2020: 91-96.
• Zhao Y, Li Z, Cheng N, et al., "Joint Power and Position Optimization for the Full-Duplex Receiver in Covert Communication," ICC 2020-2020 IEEE International Conference on Communications (ICC). IEEE, 2020: 1-6.
• Jin L, Quan W, Liu G, et al., "DPS: A Delay-programmable Scheduler for the Packet Out-of-order Mitigation in Heterogeneous Networks," 2020 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, 2020: 1-6.
• Qin Y, Quan W, Song F, et al., "Flexible Encryption for Reliable Transmission Based on the P4 Programmable Platform," 2020 Information Communication Technologies Conference (ICTC). IEEE, 2020: 147-152.
• Shi J, Quan W, Gao D, et al., "Flowlet-based Stateful Multipath Forwarding in Heterogeneous Internet of Things," IEEE Access, 2020, 8: 74875-74886.
• Zhang M, Zhou Y, Quan W, et al., "Online Learning for IoT Optimization: A Frank-Wolfe Adam based Algorithm," IEEE Internet of Things Journal, 2020, 7(9): 8228-8237.
• Liu G, Quan W, Cheng N, et al., "VLI: Variable-Length Identifier for Interconnecting Heterogeneous IoT Networks," IEEE Wireless Communications Letters, 2020, 9(8): 1146-1149.
• Cheng N, Quan W, Shi W, et al., "[[A Comprehensive Simulation Platform for Space-Air-Ground Integrated Network," IEEE Wireless Communications, 2020, 27(1): 178-185.
• Yang F, Quan W, Cheng N, et al., "Fast-INT: Light-weight and Efficient In-band Network Telemetry in Programmable Data Plane," 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall). IEEE, 2020: 1-5.
• Chen D, Gao D, Quan W, et al. "Promoting Network Automation for Heterogeneous Networks Collaboration," 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall). IEEE, 2020: 1-5.
• Chen J, Ye Q, Quan W, et al., "SDATP: An SDN-based traffic-adaptive and service-oriented transmission protocol," IEEE Transactions on Cognitive Communications and Networking, 2019, 6(2): 756-770.

2019年

• Wang K, Quan W, Cheng N, et al., "Betweenness Centrality Based Software Defined Routing: Observation from Practical Internet Datasets," ACM Transactions on Internet Technology (TOIT), 2019, 19(4): 1-19.
• Yu C, Quan W, Cheng N, et al., "Coupled or Uncoupled? Multi-path TCP Congestion Control for High-Speed Railway Networks," 2019 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2019: 612-617.
• Chen J, Yan S, Ye Q, et al., "An SDN-Based Transmission Protocol with In-Path Packet Caching and Retransmission," ICC 2019-2019 IEEE International Conference on Communications (ICC). IEEE, 2019: 1-6.
• Li H, Zhou H, Quan W, et al., "CCNHCaching: A High-speed Caching Throughput Simulator for Information-Centric Networks," Journal of Internet Technology, 2019, 20(3): 705-715.
• Cheng N, Lyu F, Quan W, et al., "Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-based Approach," IEEE Journal on Selected Areas in Communications, 2019, 37(5): 1117-1129.
• Liu G, Quan W, Cheng N, et al., "Efficient DDoS Attacks Mitigation for Stateful Forwarding in Internet of Things," Journal of Network and Computer Applications, 2019, 130: 1-13.
• Quan W, Cheng N, Qin M, et al., "Adaptive Transmission Control for Software Defined Vehicular Networks," IEEE Wireless Communications Letters, 2018, 8(3): 653-656.

2018年

• Liu G, Quan W, Cheng N, et al., "BLAM: Lightweight Bloom-filter based DDoS Mitigation for Information-centric IoT," 2018 IEEE global communications conference (GLOBECOM). IEEE, 2018: 1-7.
• Quan W, Cheng N, Qin M, et al., "Adaptive Transmission Control for Software Defined Vehicular Networks," IEEE Wireless Communications Letters, 2018, 8(3): 653-656.
• QUAN W, CUI E, ZHANG H., "Multi-source Collaborative Transmission Control Mechanism," ACTA ELECTONICA SINICA, 2018, 46(10): 2527.
• Quan W, Cheng N, Jing P, et al., "VeData: Promoting AI Assisted Autonomous Vehicles," Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. 2018: 771-773.
• Zhang S, Quan W, Li J, et al., "Air-Ground Integrated Vehicular Network Slicing with Content Pushing and Caching," IEEE Journal on Selected Areas in Communications, 2018, 36(9): 2114-2127.
• Liu Y, Quan W, Wang T, et al., "Delay-Constrained Utility Maximization for Video Ads Push in Mobile Opportunistic D2D Networks," IEEE Internet of Things Journal, 2018, 5(5): 4088-4099.
• Quan W, Wang K, Liu Y, et al., "Software-Defined Collaborative Offloading for Heterogeneous Vehicular Networks," Wireless Communications and Mobile Computing, 2018, 2018.
• Wang K, Yin H, Quan W, et al., "Enabling Collaborative Edge Computing for Software Defined Vehicular Networks," IEEE network, 2018, 32(5): 112-117.
• Liu G, Quan W, Cheng N, et al. "Accuracy or Delay? A Game in Detecting Interest Flooding Attacks," Internet Technology Letters, 2018, 1(2): e31.
• Liu Y, Quan W, Zeng J, et al. Hybrid-Aware Collaborative Multipath Communications for Heterogeneous Vehicular Networks. Collaborative Computing: Networking, Applications and Worksharing: 13th International Conference, CollaborateCom 2017, Edinburgh, UK, December 11–13, 2017, Proceedings 13. Springer International Publishing, 2018: 208-218.
• Xu C, Quan W, Zhang H, et al., "GrIMS: Green Information-centric Multimedia Streaming Framework in Vehicular Ad Hoc Networks," IEEE Transactions on Circuits and Systems for Video Technology, 2016, 28(2): 483-498.

• H. Li, Wei Quan, N. Cheng, H. Zhang and X. Shen, "Crowd-based collaboration caching mechanism in Smart Identifier Network," Chinese Journal of Internet of Things (物聯網學報), accepted to appear, 2018. (in chinese)

2017年

• Quan W, Liu Y, Zhang H, et al., "Enhancing Crowd Collaborations for Software Defined Vehicular Networks," IEEE Communications Magazine, 2017, 55(8): 80-86.
• Quan W, Zhang H K., "Future Internet Architecture: Research Status, Hot Topics and Development Practice,」 Scientia Sinica Informationis, 2017, 47(6): 804-810.
• Yu C, Quan W, Yu S, et al., "On the Two Time Scale Characteristics of Wireless High Speed Railway Networks," 2017 IEEE International Conference on Communications (ICC). IEEE, 2017: 1-6.
• Xu C, Quan W, Vasilakos A V, et al., "Information-centric cost-efficient optimization for multimedia content delivery in mobile vehicular networks," Computer Communications, 2017, 99: 93-106.
• Li H, Zhou H, Quan W, et al., "HCaching: High-speed Caching for Information-Centric Networking," GLOBECOM 2017-2017 IEEE Global Communications Conference. IEEE, 2017: 1-6.
• Li T, Zhou H, Luo H, et al., "Modeling Software Defined Satellite Networks Using Queueing Theory," 2017 IEEE International Conference on Communications (ICC). IEEE, 2017: 1-6.

2016年

• Quan W, Liu Y, Jiang X, et al. Intelligent popularity-aware content caching and retrieving in highway vehicular networks. EURASIP Journal on Wireless Communications and Networking, 2016, 2016(1): 1-10.
• Quan W, Song F, Yu C, et al., "ICN based vehicle-to-cloud delivery for multimedia streaming in urban vehicular networks," China Communications, 2016, 13(9): 103-112.
• Zhang H, Quan W, Song J, et al., "Link State Prediction-Based Reliable Transmission for High-Speed Railway Networks," IEEE Transactions on Vehicular Technology, 2016, 65(12): 9617-9629.
• Zhang H, Quan W, Chao H, et al., "Smart identifier network: A collaborative architecture for the future internet," IEEE network, 2016, 30(3): 46-51.

2015年

• Quan W, Jiang Z, Song F, et al., "Generalized model of function based collaboration in Smart Identifier Network," 2015 International Telecommunication Networks and Applications Conference (ITNAC). IEEE, 2015: 256-260.
• Quan W, Guan J, Jiang Z, et al., "I-WBAN: Enabling Information-centric data retrieval in heterogeneous WBAN," 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2015: 138-143.

2014年

• Quan W, Xu C, Guan J, et al., "Social cooperation for information-centric multimedia streaming in highway VANETs," Proceeding of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks 2014. IEEE, 2014: 1-6.
• Quan W, Xu C, Vasilakos A V, et al., "TB2F: Tree-bitmap and bloom-filter for a scalable and efficient name lookup in Content-Centric Networking," 2014 IFIP Networking Conference. IEEE, 2014: 1-9.
• Quan W, Xu C, Guan J, et al., "Scalable Name Lookup with Adaptive Prefix Bloom Filter for Named Data Networking," IEEE Communications Letters, 2013, 18(1): 102-105.

2013年

• Quan W, Guan J, Xu C, et al., "Content retrieval model for information-center MANETs: 2-dimensional case," 2013 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2013: 4422-4427.

2012年

• Quan W, Guan J, Jia S, et al., "A content retrieval model for Information Centric MANETs: 1-dimensional case," 2012 IEEE Globecom Workshops. IEEE, 2012: 1010-1015.
• Quan W, Guan J, Cao Y, et al., "M-Label: A naming scheme for services in future networks," 2012 IEEE 2nd International Conference on Cloud Computing and Intelligence Systems. IEEE, 2012, 2: 792-796.

2011年

• Wei Q, Zhao F T, Guan J F, et al. "An integrated link quality estimation-based routing for wireless sensor networks," The Journal of China Universities of Posts and Telecommunications, 2011, 18: 28-33.
• Quan W, Guan J, Xu C, et al., "N-PreTG: A network-based approach to optimize handoff performance of Universal Network," 2011 International Conference on Advanced Intelligence and Awareness Internet (AIAI 2011). IET, 2011: 30-34.

專著/譯著

• Smart Collaborative Identifier Network: A Promising Design of Future Internet,2016,Springer-Verlag Berlin Heidelberg