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李丹

(清華大學計算機科學與技術系教授)

鎖定
中文名
李丹
外文名
Dan Li
國    籍
中國
民    族
漢族
畢業院校
清華大學
職    業
教師

李丹教育背景

工學碩士 (計算機科學與技術), 清華大學, 中國, 2005;
工學博士 (計算機科學與技術), 清華大學, 中國, 2007. [1] 

李丹學術服務

國家十四五重點研發計劃“網絡空間安全治理”專項,專家組副組長;
國家科技創新2030重大項目“國家網絡空間安全”,專家組成員;
IEEE Transactions on Computers,編委(2013-2015);
IEEE Transactions on Wireless Communications,編委(2018-2020)。 [1] 

李丹研究領域

數據中心網絡,網絡安全,網絡智能。 [1] 

李丹研究概況

發表學術論文100餘篇, 包括以第一作者(或通信作者)發表在ACM SIGCOMM、USENIX NSDI等計算機網絡領域的頂級會議, USENIX Security、NDSS等網絡安全領域的頂級會議, 以及IEEE/ACM Transactions on Networking、IEEE Transactions on Computers等頂級期刊。論文共計被SCI他引1500餘次, Google Scholar引用7000餘次。獲得授權美國專利10項、授權中國專利30餘項。研究成果廣泛應用於華為、中興、鋭捷、阿里巴巴、京東、中國移動等公司產品。在互聯網技術國際標準組織IETF發起成立SAVNET工作組, 是中國科研人員在IETF路由領域牽頭成立的首個工作組。 [1] 

李丹獎勵與榮譽

教育部長江學者特聘教授, 2021;
教育部青年科學獎,2019;
中國通信學會技術發明一等獎,2019。 [1] 

李丹學術成果

(1) 代表性會議論文 [1] 
[1] Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Xizheng Wang, Ran Zhang and Lu Lu, “DONS: Fast and Affordable Discrete Event Network Simulation with Automatic Parallelization”, ACM SIGCOMM 2023, New York, USA.
[2] Shuai Wang, Kaihui Gao, Kun Qian, Dan Li, Rui Miao, Bo Li, Yu Zhou, Ennan Zhai, Chen Sun, Jiaqi Gao, Dai Zhang, Binzhang Fu, Frank Kelly, Dennis Cai, Hongqiang Harry Liu, Ming Zhang, “Predictable vFabric on Informative Data Plane”, ACM SIGCOMM 2022, Amsterdam, Netherlands.
[3] Chuanxiong Guo, Guohan Lu, Dan Li, HaitaoWu, Xuan Zhang, Yunfeng Shi, Chen Tian, Yongguang Zhang and Songwu Lu, “BCube: A High Performance, Server-centric Network Architecture for Modular Data Centers”, ACM SIGCOMM 2009, Barcelona, Spain.
[4] Tianfeng Liu, Yangrui Chen, Dan Li, Chuan Wu, Jun He, Yanghua Peng, Hongzheng Chen, Hongzhi CHEN and Chuanxiong Guo, “BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing”, USENIX NSDI 2023, Boston, MA, USA.
[5] Yanshu Wang, Dan Li, Yuanwei Lu, Jianping Wu, Hua Shao and Yutian Wang, “Elixir: A High-performance and Low-cost Approach to Managing Hardware/Software Hybrid Flow Tables Considering Flow Burstiness”, USENIX NSDI 2022, Virtual.
[6] Kaihui Gao, Chen Sun, Shuai Wang, Dan Li, Yu Zhou, Hongqiang Harry Liu, Lingjun Zhu and Ming Zhang, “Buffer-based End-to-end Request Event Monitoring in the Cloud”, USENIX NSDI 2022, Virtual.
[7] Lancheng Qin, Dan Li, Ruifeng Li and Kang Wang, “Themis: Accelerating the Detection of Route Origin Hijacking by Distinguishing Legitimate and Illegitimate MOAS”, USENIX Security 2022, Boston, MA, USA.
[8] SongtaoWang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shutao Xia and JianpingWu, “BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training”, NeurIPS 2018, Montreal, Canada.
(2)代表性期刊論文 [1] 
[1] Kaihui Gao, Shuai Wang, Kun Qian, Dan Li, Rui Miao, Bo Li, Yu Zhou, Ennan Zhai, Chen Sun, Jiaqi Gao, Dai Zhang, Binzhang Fu, Frank Kelly, Dennis Cai, Hongqiang Harry Liu, Yan Li, Hongwei Yang, and Tao Sun, “Dependable Virtualized Fabric on Programmable Data Plane”, IEEE/ACM Transactions on Networking, 31(4):1748-1764,2023.
[2] Kaihui Gao, Chen Sun, Shuai Wang, Dan Li, Yu Zhou, Hongqiang Harry Liu, Lingjun Zhu, Ming Zhang, Xiang Deng, Cheng Zhou, and Lu Lu, “Buffer-based High-coverage and Low-overhead Request Event Monitoring in the Cloud”, IEEE/ACM Transactions on Networking, 31(4):1732-1747, 2023.
[3] Shuai Wang, Jinkun Geng and Dan Li, “Impact of Synchronization Topology on DML Performance: Both Logical Topology and Physical Topology”, IEEE/ACM Transactions on Networking, 30(2):572-585, 2022.
[4] Songtao Wang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shutao Xia and Jianping Wu, “A Scalable, High-performance, and Fault-tolerant Network Architecture for Distributed Machine Learning”, IEEE/ACM Transactions on Networking, 28(4):1752-1764, 2020.
[5] Xuya Jia, Dan Li, Jing Zhu and Yong Jiang, “Metro: An Efficient Traffic Fast Rerouting Scheme With Low Overhead”, IEEE/ACM Transactions on Networking, 27(5):2015-2027, 2019.
[6] Ming Zhu, Dan Li, Fangxin Wang, Anke Li, K.K. Ramakrishnan, Ying Liu, Jianping Wu, Nan Zhu and Xue Liu, “CCDN: Content-Centric Data Center Networks”, IEEE/ACM Transactions on Networking, 24(6):3537-3550, 2016.
[7] Dan Li, Yirong Yu, Junxiao Shi and Beichuan Zhang, “PALS: Saving Network Power with Low Overhead to ISPs and Applications”, IEEE/ACM Transactions on Networking, 24(5):2913-2925, 2016.
[8] Dan Li, Jing Zhu, Jianping Wu, Junjie Guan and Ying Zhang, “Guaranteeing Heterogeneous Bandwidth Demand in Multi-tenant Data Center Networks”, IEEE/ACM Transactions on Networking, 23(5):1648-1660, 2015.
[9] Dan Li, Hongze Zhao, Mingwei Xu and Xiaoming Fu, “Revisiting the Design of Mega Data Centers: Considering Heterogeneity among Containers”, IEEE/ACM Transactions on Networking, 22(5):1503-1515, 2014.
[10] Dan Li, Chuanxiong Guo, Haitao Wu, Kun Tan, Yongguang Zhang, Songwu Lu and Jianping Wu, “Scalable and Cost-effective Interconnection of Data-center Servers using Dual Server Ports”, IEEE/ACM Transactions on Networking, 19(1):102-114, 2011.
參考資料
  • 1.    李丹  .清華大學計算機科學與技術系[引用日期2023-12-19]