百晓学者学者目录

徐明伟

清华大学计算机科学与技术系

个人简介

徐明伟,清华大学计算机科学与技术系教授,现任清华大学网络研究院院长、计算机系网络技术研究所所长;研究方向包括无线电电子学、电信技术、安全科学与灾害防治;代表性工作涉及机器学习驱动的流量分析、IP快速重路由、多模态网络服务功能链编排、实时多媒体传输优化、虚拟网络映射、智能路由算法、5G/后5G对互联网主干影响建模、源地址验证、网络功能虚拟化、网络流量可视化及SDN安全防御等。

精选作品

期刊论文

  1. Junxian Shen, Han Zhang, Wei-Wei Lin, Yan-Tao Geng, Jiawei Li, Jilong Wang, Mingwei Xu (2026). Clover: Workload Verification for Real-Time Detection of Contention-Induced Slowdowns in Serverless Platforms. IEEE Transactions on Networking.DOI
  2. Yunming Xiao, Yinchao Yang, Jiaqi Zheng, Xu-Qian Li, Dongbo Gu, Jun Zhang, Miantao Wan, Chao Pei, Chen Tian, Mingwei Xu, Ang Chen, Congcong Miao (2026). CubeTrace: Microscopic Network Tracing for Heterogeneous Cloud Gateways. Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication.DOI
  3. Ying Wan, Yuchen Xu, Chuwen Zhang, Yingsheng Huang, Yong Feng, Wenquan Xu, Jialin Li, Mingwei Xu, Wen-Fei Wu, Congcong Miao (2026). Turbo: Efficiently Serving Long-Context Large Language Models with In-Network Aggregation. Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication.DOI
  4. Yi Liu, Yuan Yang, Renjie Xie, Haotian Deng, Mingwei Xu, Jianping Wu (2026). PPF: Link-State Routing Protocol on Multiple Optimality Criteria. IEEE Conference on Computer Communications.DOI
  5. Yi-Xuan Zhang, Zi-Li Meng, Enhuan Dong, Yan Zhang, Jia Zhang, Mingwei Xu, Jian-Ping Wu (2026). Real-Time Video Gets a Fast Lane via Smart Queue Flushing at the Wireless Edge. IEEE Conference on Computer Communications.DOI
  6. Xue-Bin Song, Meng-Hao Zhang, Yue Liu, Jinyi Xia, Shu-Can Yang, Xiao-He Hu, Chun-Ming Hu, Mingwei Xu (2026). Collective Communication for Distributed LLM Systems: Planning, Runtime Adaptation, and Computation Coordination. IEEE Network.DOI
  7. Yunming Xiao, Xijun Luo, Youliang Jiang, Aike Wang, Hu Chen, Zhibin Zhou, Hengbo Yu, Jiahao Cao, Yong Jiang, Jilong Wang, Mingwei Xu, Yan Chen, Congcong Miao (2026). DDoS Detection at the Scale of One Hundred Tbps. Symposium on Networked Systems Design and Implementation.
  8. Meng-Bo Wang, Zhuochen Fan, Dayu Wang, Guorui Xie, Qing Li, Zeyu Luan, Yong Jiang, Tong Yang, Mingwei Xu (2026). RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network. AAAI Conference on Artificial Intelligence.DOI
  9. Yike Wang, Qing Li, Feixue Han, Changlin Jiang, Yuan Yang, Rui Huang, Yong Jiang, Mingwei Xu (2026). PFQ: A Proactive Fair Queueing Scheme Ensuring Fairness and High Utilization in Data Center Networks. IEEE transactions on computers.DOI
  10. Yixin Shen, Rui-Hua Chen, Bo Wang, Jing Chen, Haochen Zhang, Minhu Wang, Mingwei Xu, Zili Meng (2026). Mortise: Auto-tuning Congestion Control to Optimize QoE via Network-Aware Parameter Optimization. Symposium on Networked Systems Design and Implementation.
  11. Guorui Xie, Qing Li, Zhenning Shi, Gianni Antichi, Yi-Jia Zhu, Kejun Li, Changxing Weng, S. Miano, Yong Jiang, Mingwei Xu (2026). Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation. Symposium on Networked Systems Design and Implementation.
  12. Zhongxian Liang, Qi-Long Shi, Xiyan Liang, Zihan Li, Wenjun Li, Tong Yang, Yangyang Wang, Mingwei Xu, Weizhe Zhang (2026). JitterSketch: Finding Jittery Flows in Network Streams. The Web Conference.DOI
  13. 李羿志,李江,曹家浩,王旸旸,徐明伟(2025). SimBlock:全球互联网路由阻塞模拟与检测系统. 《清华大学学报(自然科学版)》.DOI
  14. Yi-Xuan Zhang, Zili Meng, Enhuan Dong, Yan Zhang, Mingwei Xu, Jian-Ping Wu (2025). Active Management of Jammed Packets in Wireless Real-Time Communications. International Workshop on Network and Operating System Support for Digital Audio and Video.DOI
  15. Su Yao, Yiying Lin, Mu Wang, Ke Xu, Mingwei Xu, Chang-Qiao Xu, Hong-Ke Zhang (2025). LEOEdge: A Satellite-Ground Cooperation Platform for the AI Inference in Large LEO Constellation. IEEE Journal on Selected Areas in Communications.DOI
  16. Meng-Hao Zhang, Guan-Yu Li, Cheng Guo, Ren-Yu Yang, Shicheng Wang, Han Bao, Xiao Li, Mingwei Xu, Tian-Yu Wo, Chun-Ming Hu (2025). SuperFE: A Scalable and Flexible Feature Extractor for ML-based Traffic Analysis Applications. European Conference on Computer Systems.DOI
  17. Xingxing Yang, Bo Wang, Wu-Ru Wang, Yixin Shen, Minhu Wang, Wangqiu You, Linhui Lou, Pei Xu, Li-Hang Gao, Zongzhi Hou, Mingwei Xu (2025). Sentry: QoE-Aware Failure Handling in Large-Scale Overlay Networks via Spatiotemporal GNNs. Proceedings of the ACM CoNEXT-2025 Workshop on Computing and Network Convergence.DOI
  18. Shicheng Wang, Meng-Hao Zhang, Xiao Li, Qiyang Peng, Haoyuan Yu, Zhiliang Wang, Mingwei Xu, Xiao-He Hu, Jia-Hai Yang, Xingang Shi (2025). Hawkeye: Diagnosing RDMA Network Performance Anomalies with PFC Provenance. Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication.DOI
  19. Andong Chen, Yangyang Wang, Jia Zhang, Mingwei Xu (2025). Right the Ship: Assessing the Legitimacy of Invalid Routes in RPKI. Conference on Computer and Communications Security.DOI
  20. Jia-Min Cao, Shangfeng Shi, Jia-Qi Gao, Weisen Liu, Yi-Fan Yang, Yi-Chi Xu, Zhilong Zheng, Yu Guan, Kun Qian, Ying Liu, Mingwei Xu, Tianshu Wang, Ning Wang, Jianbo Dong, Binzhang Fu, Dennis Cai, En-Nan Zhai (2025). SyCCL: Exploiting Symmetry for Efficient Collective Communication Scheduling. Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication.DOI
  21. Haotian Deng, Xue-Bin Song, Meng-Hao Zhang, Yuan Yang, Mingwei Xu (2025). JEEVES: The Valet Who Masters the Art of Cross-DC Training Scheduling. ACM Workshop on Hot Topics in Networks.DOI
  22. Qi-Long Shi, Wei Zhou, Yi Zheng, Xin-Ye Xu, Ting Yang, Yuanyuan Zhang, Long Yao, Yangyang Wang, Mingwei Xu (2025). Cooled-KLL: Enhancing Quantile Estimation by Filtering Hot Item. Knowledge Discovery and Data Mining.DOI
  23. Qi-Long Shi, Xirui Li, Hanyue Zheng, Tong Yang, Yangyang Wang, Mingwei Xu (2025). HeavyLocker: Lock Heavy Hitters in Distributed Data Streams. Knowledge Discovery and Data Mining.DOI
  24. Guanglin Duan, Qing Li, Zhengxin Zhang, Dan Zhao, Guorui Xie, Yuan Yang, Zhenhui Yuan, Yong Jiang, Mingwei Xu (2025). DNSGuard: In-Network Defense Against DNS Attacks. IEEE Transactions on Dependable and Secure Computing.DOI
  25. Yi Liu, Nan Geng, Mingwei Xu, Yuan Yang, Enhuan Dong, Chenyi Liu, Qiaoyin Gan, Qing Li, Jian-Ping Wu (2025). Adaptive and Low-Cost Traffic Engineering: A Traffic Matrix Clustering Perspective. IEEE Journal on Selected Areas in Communications.DOI
  26. Chenyi Liu, Haotian Deng, Vaneet Aggarwal, Yuan Yang, Mingwei Xu (2025). Shooting Large-scale Traffic Engineering by Combining Deep Learning and Optimization Approach. PACMNET.DOI
  27. Liming Liu, Ruoyu Li, Qi Li, M. Hou, Yong Jiang, Mingwei Xu (2025). FlowletFormer: Network Behavioral Semantic Aware Pre-training Model for Traffic Classification. arXiv.org.DOI
  28. Liming Liu, Yuanyuan Zhang, Kun Guo, M. Hou, Mingwei Xu, Jiahao Cao, Xin Gao, Jiang Li, Yong-Hong Fu (2025). Assessing the Impact of ISP de-peering: A case study of Cogent’s Disconnection from Russian Networks in Routing Perspective. Asia-Pacific Workshop on Networking.DOI
  29. Jiaye Zhang, Hong-Yi Wang, Peiru Yang, Zi-Li Meng, Mingwei Xu (2025). Configuring Dynamic Multi-Stage Serverless Pipelines for Video Processing with Minimal Profiling Overhead. ACM Multimedia.DOI
  30. 孟子立,徐明伟(2024). 实时多媒体传输延迟优化:架构、进展与展望. 《计算机研究与发展》.
  31. 张国强,徐明伟(2024). 资源融合分配的洋葱路由网络用户守卫节点操纵. 《清华大学学报(自然科学版)》.DOI
  32. 邰进,刘辰屹,杨芫,王旸旸,徐明伟(2024). 低成本大规模直播流量工程. 《清华大学学报(自然科学版)》.
  33. 李其奋,王旸旸,李冠宇,王瑞浩,徐明伟(2024). 基于多台可编程交换机的网络拓扑仿真与性能评估. 《清华大学学报(自然科学版)》.DOI
  34. 郭雅宁,徐明伟(2024). 2种低延迟服务的通用优化技术. 《清华大学学报(自然科学版)》.
  35. Lu Cao, Qi-Long Shi, Yu-Xi Liu, Hanyue Zheng, Yao Xin, Wen-Jun Li, Tong Yang, Yangyang Wang, Yang Xu, Weizhe Zhang, Mingwei Xu (2024). Bubble Sketch: A High-performance and Memory-efficient Sketch for Finding Top-k Items in Data Streams. International Conference on Information and Knowledge Management.DOI
  36. Bo Wang, Mu-Han Su, Wu-Ru Wang, Kefan Chen, Bingyang Liu, Fengyuan Ren, Mingwei Xu, Jiang-Chuan Liu, Jian-Ping Wu (2024). Enhancing Low Latency Adaptive Live Streaming Through Precise Bandwidth Prediction. IEEE/ACM Transactions on Networking.DOI
  37. Meng-Hao Zhang, Guan-Yu Li, Cheng Guo, Han Bao, Mingwei Xu, Hong-Xin Hu, Feng-Hua Li (2024). IMap: Toward a Fast, Scalable and Reconfigurable In-Network Scanner With Programmable Switches. IEEE Transactions on Information Forensics and Security.DOI
  38. Renjie Xie, Jiahao Cao, Yuxi Zhu, Yixiang Zhang, Yi He, Hanyi Peng, Yixiao Wang, Mingwei Xu, Kun Sun, Enhuan Dong, Qi Li, Meng-Hao Zhang, Jiang Li (2024). Cactus: Obfuscating Bidirectional Encrypted TCP Traffic at Client Side. IEEE Transactions on Information Forensics and Security.DOI
  39. Guorui Xie, Qing Li, Zhenning Shi, Han Fang, Shengpeng Ji, Yong Jiang, Zhenhui Yuan, Lian-Bo Ma, Mingwei Xu (2024). Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search. IEEE transactions on computers.DOI
  40. Xue Li, Cheng Guo, Kun Qian, Meng-Hao Zhang, Mengyu Yang, Mingwei Xu (2024). Near-Lossless Gradient Compression for Data-Parallel Distributed DNN Training. ACM Symposium on Cloud Computing.DOI
  41. Jia Zhang, Haixuan Tong, Enhuan Dong, Xin Qian, Mingwei Xu, Xiaotian Li, Zili Meng (2024). Cold Start or Hot Start? Robust Slow Start in Congestion Control with A Priori Knowledge for Mobile Web Services. The Web Conference.DOI
  42. Xin-Hao Deng, Mingwei Xu, Qi Li, Weijie Wu, Yuan Yang, Meng-Hao Zhang, Yu Zhou, Jian-Ping Wu (2024). Exploring Dynamic Rule Caching Under Dependency Constraints for Programmable Switches: Theory, Algorithm, and Implementation. IEEE Transactions on Network and Service Management.DOI
  43. Mu Wang, Xingyan Chen, Xu Yang, Shuai Peng, Yu Zhao, Mingwei Xu, Chang-Qiao Xu (2024). CoLive: Edge-Assisted Clustered Learning Framework for Viewport Prediction in 360$^{\circ }$ Live Streaming. IEEE transactions on multimedia.DOI
  44. Jiang Li, Jiahao Cao, Zili Meng, Renjie Xie, Qi Li, Yuan Yang, Mingwei Xu (2024). RoLL+: Real-Time and Accurate Route Leak Locating With AS Triplet Features at Scale. IEEE/ACM Transactions on Networking.DOI
  45. Yuxi Zhu, Hao Chen, Yuan Yang, Mingwei Xu, Yuxuan Zhang, Chenyi Liu, Jian-Ping Wu (2024). Fast Software IPv6 Lookup With Neurotrie. IEEE/ACM Transactions on Networking.DOI
  46. Feixue Han, Qing Li, Peng Zhang, Gareth Tyson, Yong Jiang, Mingwei Xu, Yulong Lan, Zhicheng Li (2024). ETC: An Elastic Transmission Control Using End-to-End Available Bandwidth Perception. USENIX Annual Technical Conference.
  47. 刘海涛,王小亮,赵珂,宿连超,徐明伟(2023). 基于排序和动态规划的K-匿名隐私保护机制. 《山东电力技术》.
  48. 李江,徐明伟,曹家浩,孟子立,张国强(2023). 基于区块链技术的去中心化互联网号码资源管理系统. 《清华大学学报(自然科学版)》.DOI
  49. 王羽,李清,李克军,蒋长林,王野,江勇,徐明伟(2023). Starlink星座应用现状及分析. 《天地一体化信息网络》.
  50. 何熊文,陈朝基,贾雨棽,张柏楠,徐明伟,刘岩,陈瑞勋(2023). 载人月球探测一体化网络和协议架构设计与验证. 《宇航学报》.
  51. 孟子立,徐明伟(2023). 基于机器学习的智能路由解释方法. 《中兴通讯技术》.
  52. 吴建平,徐明伟,崔勇(2023). “101计划”之计算机网络课程建设实践. 《计算机教育》.
  53. 徐明伟,汤孝云(2023). 基于马尔科夫链的网络入侵路径研究. 《陇东学院学报》.
  54. Ruihao Wang, Yunsenxiao Lin, Andong Chen, Yangyang Wang, Mingwei Xu, Pingping Chen, Bo-Wen Liu, Yongfeng Ni, Shaowen Zheng, Kehan Yao (2023). SD-INT: Towards Lightweight Network-Wide Passive INT in the Self-Driving Way. IEEE International Conference on Network Protocols.DOI
  55. Junxian Shen, Han Zhang, Yang Xiang, Xingang Shi, Xinrui Li, Yunxi Shen, Zijian Zhang, Yongxiang Wu, Xia Yin, Jilong Wang, Mingwei Xu, Ya-Hui Li, Jiping Yin, Jianchang Song, Zhuo-Ran Li, Runjie Nie (2023). Network-Centric Distributed Tracing with DeepFlow: Troubleshooting Your Microservices in Zero Code. Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication.DOI
  56. Ziteng Chen, Meng-Hao Zhang, Guan-Yu Li, Mingwei Xu (2023). Poster: Chameleon: Automatic and Adaptive Tuning for DCQCN Parameters in RDMA Networks. Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication.DOI
  57. Heng Yu, Han Zhang, Junxian Shen, Yan-Tao Geng, Ji-Long Wang, Congcong Miao, Mingwei Xu (2023). Serpens: A High Performance FaaS Platform for Network Functions. IEEE Transactions on Parallel and Distributed Systems.DOI
  58. Yi-Chi Xu, Guan-Yu Li, Jiamin Cao, Meng-Hao Zhang, Ying Liu, Mingwei Xu (2023). HyperClassifier: Accurate, Extensible and Scalable Traffic Classification with Programmable Switches. ICC 2023 - IEEE International Conference on Communications.DOI
  59. 陈浩,杨芫,徐明伟,裴丹,尤艺霖(2022). 支持多模态网络的可扩展异构服务功能链并行编排部署系统. 《通信学报》.
  60. 徐明伟(2022). 全球BGP路由安全解析. 《中国教育网络》.
  61. Zhaowei Xi, Yu Zhou, Dai Zhang, Kai Gao, Chen Sun, Jiamin Cao, Yangyang Wang, Mingwei Xu, Jian-Ping Wu (2022). Newton: Intent-Driven Network Traffic Monitoring. IEEE/ACM Transactions on Networking.DOI
  62. Jiamin Cao, Ying Liu, Yu Zhou, Lin He, Chen Sun, Yang-Yang Wang, Mingwei Xu (2022). CoFilter: High-Performance Switch-Accelerated Stateful Packet Filter for Bare-Metal Servers. IEEE Transactions on Parallel and Distributed Systems.DOI
  63. Dai Zhang, Yu Zhou, Zhaowei Xi, Yangyang Wang, Mingwei Xu, Jian-Ping Wu (2021). HyperTester: High-Performance Network Testing Driven by Programmable Switches. IEEE/ACM Transactions on Networking.DOI
  64. 李丹,秦澜城,吴建平,苏莹莹,徐明伟,施新钢,顾钰楠,林涛(2020). 基于边界路由动态同步的互联网地址域内真实源地址验证方法. 《电信科学》.
  65. 刘光远,徐明伟(2020). 可生存的虚拟网络多层映射方法研究. 《电子学报》.
  66. 刘辰屹,徐明伟,耿男,张翔(2020). 基于机器学习的智能路由算法综述. 《计算机研究与发展》.
  67. 杨芫,徐明伟,陈浩(2019). 5G/后5G部署对互联网主干影响的分析与建模. 《通信学报》.
  68. 郑正,徐明伟,李琦,张云(2018). SDN网络拓扑污染攻击防御机制研究. 《计算机研究与发展》.
  69. 周伟林,杨芫,徐明伟(2018). 网络功能虚拟化技术研究综述. 《计算机研究与发展》.
  70. 徐明伟(2018). 前言. 《计算机研究与发展》.
  71. 杨芫,徐明伟,李贺武(2017). 天地一体化信息网络统一编址与路由研究. 《电信科学》.
  72. 余雅君,刘峥,徐明伟(2017). 数据中心网络TCP Incast问题研究. 《计算机科学与探索》.
  73. Yuan-Yuan Zhang, Mingwei Xu, Yuan Yang, Ning Wang (2016). MAVIN: A MAC address coding based virtual network platform. China Communications.DOI
  74. 高丕红,徐明伟(2015). 网络流量可视化的新方法. 《计算机科学与探索》.
  75. 夏春梅,徐明伟(2013). 信息中心网络研究综述. 《计算机科学与探索》.
  76. Yuan Yang, Dan Wang, Mingwei Xu, Suogang Li (2013). Hop-by-hop Computing for Green Internet Routing (Technical report, under revision).
  77. 陈文龙,徐明伟,徐恪(2012). 可重构集群路由器并行路由分发模型. 《通信学报》.
  78. 商云飞,徐明伟,李丹(2012). 互联网路由设备与协议节能研究综述. 《电子学报》.
  79. 曹宇,徐明伟(2012). 一种按需分配的多路径传输分组调度算法. 《软件学报》.
  80. 叶润生,徐明伟(2012). 命名数据网络中的邻居缓存路由策略. 《计算机科学与探索》.
  81. 徐明伟,江学智,陈文龙(2010). 路由器分布式控制研究综述. 《电子学报》.
  82. Yuan Yang, Mingwei Xu, Qing Li (2010). A Lightweight IP Fast Reroute Algorithm with Tunneling. International Conference on Communications.DOI
  83. 徐明伟,杨芫,李琦(2009). 域内自愈路由研究综述. 《电子学报》.
  84. 李琦,吴建平,徐明伟,徐恪(2009). 一种前向安全的电子邮件协议. 《电子学报》.
  85. Mingwei Xu (2009). Parallel stream scheduling for high-speed performance test systems.
  86. Shijie Wang, Yong Cui, Sajal Kumar Das, Mingwei Xu (2008). Optimized Mobile MPLS.DOI
  87. 王利,徐明伟,徐恪(2006). IPSec和IP Filter在路由器中部署策略的研究. 《计算机研究与发展》.
  88. 胡文基,徐明伟(2006). 无线传感器网络安全路由协议分析. 《2006年全国通信软件学术会议论文集》.
  89. 徐明伟,胡春明,刘旭东,马殿富(2005). 一种基于Web Service的分级QoS的研究与实现. 《计算机研究与发展》.
  90. 章淼,徐明伟,吴建平(2004). 应用层组播研究综述. 《电子学报》.
  91. 吴英华,徐恪,徐明伟,吴建平(2004). 主动网络安全体系结构与主动节点安全机制研究. 《小型微型计算机系统》.
  92. 刘惠山,徐明伟,徐恪,崔勇(2003). 因特网路由协议研究综述. 《电信科学》.
  93. 马戈芳,徐明伟(2003). IPv6组播技术综述. 《电信技术》.
  94. Yong Cui, Ke Xu, Mingwei Xu, Jianping Wu (2003). Stress testing of OSPF protocol implementation based on large-scale routing simulation.DOI
  95. 崔勇,徐明伟,徐恪,吴建平(2002). 基于大规模路由模拟的强度测试及结果分析. 《电子学报》.
  96. 徐明伟,徐明伟 徐恪(2002). 高性能安全路由器BW7000的设计与实现. 《中国工程科学》, Vol. 4, No. 3.下载原文
  97. 吴剑,陈修环,徐明伟,徐恪(2000). 高性能安全路由器中快速路由查找算法的研究与实现. 《电子学报》.

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