王平辉 (中文个人主页)

April 28th, 2017

王平辉 博士生导师,西安交通大学“青年拔尖人才”特聘研究员

西安交通大学
电子与信息工程学院
自动化科学与技术系-系统工程研究所
智能网络与网络安全教育部重点实验室
西安,中国,710049

招募实习生&研究生
欢迎优秀同学加入!

研究兴趣
移动互联网安全
网络图数据挖掘与知识发现
网络故障分析与诊断
高速网络流量测量与监控
大网络图数据分析处理
在线社会网络测量

工作经历

2015.04-至今 西安交通大学 特聘研究员,博士生导师
2014.01-2015.03 华为公司 香港大数据技术实验室Noah’s Ark Lab,研究员
2012.11-2013.10 加拿大麦吉尔大学计算机学院,博士后
2012.04-2012-10 香港中文大学计算机工程与科学系,博士后

学习经历
2006.09-2012.03 西安交通大学,系统工程研究所,博士研究生
2009.09-2010.09 美国University of Massachusetts Amherst,访问学生
2002.09-2006.06 西安交通大学,教改班,本科,信息工程专业

文章发表

  • Jing Tao, Pinghui Wang, Xiaohong Guan, Wenjun Hu. “AL-bitmap: Monitoring Network Traffic Activity Graphs on High Speed Links”. Information Sciences, 2017. (Impact Factor: 3.364)
  • Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, Xiaohong Guan. “Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications”. Information Sciences, 2017. (Impact Factor: 3.364)
  • Junzhou Zhao, Pinghui Wang, John C.S. Lui, Don Towsley, and Xiaohong Guan. “I/O-Efficient Calculation of H-Group Closeness Centrality over Disk-Resident Graphs”. Information Sciences 400: 105-128, 2017. (Impact Factor: 3.364)
  • Pinghui Wang, Yiyan Qi, John C.S. Lui, Don Towsley, Junzhou Zhao, and Jing Tao. “Inferring Higher-Order Structure Statistics of Large Networks From Sampled Edges”. Accepted for IEEE Transactions on Knowledge and Data Engineering 2017. (CCF Rank A. An earlier version appeared in Proceedings of IEEE ICDE 2016. Best papers of IEEE ICDE 2016 selected for a special section of IEEE TKDE)
  • Pinghui Wang, Feiyang Sun, Di Wang, Jing Tao, Xiaohong Guan, and Albert Bifet. “Inferring Demographics and Social Networks of Mobile Device Users on Campus From AP-Trajectories”. Alternative Research Track at WWW 2017. (CCF Rank A)
  • Xiaowei Chen, Yongkun Li, Pinghui Wang, and John C.S. Lui. “A General Framework for Estimating Graphlet Statistics via Random Walk”. Proceedings of  VLDB Conference 2017. (CCF Rank A)
  • Pinghui Wang, John C.S. Lui, Don Towsley, and Junzhou Zhao. “Minfer: A Method of Inferring Motif Statistics From Sampled Edges”.  Proceedings of  IEEE ICDE 2016. (中国计算机学会A类会议)
  • Pinghui Wang, Wenbo He, and Xue Liu. “Efficiently Estimating Statistics of Points of Interests on Maps”. IEEE Transactions on Knowledge and Data Engineering, 28(2): 425-438, 2016. (中国计算机学会A类期刊. An earlier version appeared in Proceedings of IEEE ICDE 2014.)
  • Junzhou Zhao, John C.S. Lui, Don Towsley, Pinghui Wang, and Xiaohong Guan. “Tracking Triadic Cardinality Distributions for Burst Detection in Social Activity Streams”. Proceedings of ACM Conference on Online Social Networks (COSN’15) 2015.
  • Junzhou Zhao, John C.S. Lui, Don Towsley, Pinghui Wang, and Xiaohong Guan. “A Tale of Three Graphs: Sampling Design on Hybrid Social-Affiliation Networks”. Proceedings of IEEE ICDE 2015. (中国计算机学会A类会议)
  • Pinghui Wang, Junzhou Zhao, John C.S. Lui, Don Towsley, and Xiaohong Guan, “Unbiased Characterization of Node Pairs Over Large Graphs”,  ACM Transactions on Knowledge Discovery from Data, 9(3), 2015. (中国计算机学会B类期刊. An earlier version appeared in Proceedings of IEEE ICDE 2013. )
  • Pinghui Wang, John C.S. Lui, Bruno Ribeiro, Don Towsley, Junzhou Zhao, and Xiaohong Guan, “Efficiently Estimating Motif Statistics of Large Networks”,  ACM Transactions on Knowledge Discovery from Data, 9(2), 2014. (中国计算机学会B类期刊)
  • Pinghui Wang, Xiaohong Guan, Junzhou Zhao, Jing Tao, and Tao Qin, “A New Sketch Method for Measuring Host Connection Degree Distribution”, IEEE Transactions on Information Forensics and Security, 9(6): 948-960, 2014. (中国计算机学会A类期刊)
  • Pinghui Wang, Wenbo He, and Junzhou Zhao, “A Tale of Three Social Networks: User Activity Comparisons Among Facebook, Twitter, and Foursquare”,  IEEE Internet Computing‘s special issue: SI: Mar/Apr 2014 – Identity, Privacy, and Deception in Social Networks. (Featured Article of the Special Technical Community on Social Networks. “Featured Articles” is a section of the Special Technical Community on Social Networks that will shed light to pieces of social network research that are considered interesting and promising. Each month one research article will be selected from the IEEE Computer Society Digital Library to be featured in this section.)
  • Pinghui Wang, Wenbo He, and Xue Liu, “An Efficient Sampling Method for Characterizing Points of Interests on Maps”, Proceedings ofIEEE ICDE 2014.(中国计算机学会A类会议)
  • Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, Min Zhu, “A new connection degree calculation and measurement method for large scale network monitoring”,  Elsevier Journal of Network and Computer Applications 41: 15-26, 2014. (中国计算机学会B类期刊)
  • Fabricio Murai, Bruno Ribeiro, Don Towsley, and Pinghui Wang, “On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling”, IEEE Journal on Selected Areas in Communications 31(6): 1017-1025, 2013. (中国计算机学会A类期刊)
  • Pinghui Wang, Junzhou Zhao, John C.S. Lui, Don Towsley, and Xiaohong Guan, “Sampling Node Pairs Over Large Graphs”, Proceedings of IEEE ICDE 2013.  (中国计算机学会A类会议)
  • Pinghui Wang, Xiaohong Guan, Don Towsley, and Jing Tao, “Virtual indexing based methods for estimating node connection degrees”,  Elsevier Computer Networks 56(12): 2773–2787, 2012.  (中国计算机学会B类期刊)
  • Bruno Ribeiro, Pinghui Wang, Fabricio Murai, and Don Towsley, “Sampling Directed Graphs with Random Walks”, Proceedings ofIEEE INFOCOM 2012.  (中国计算机学会A类会议)
  • Pinghui Wang, Xiaohong Guan, Weibo Gong, and Don Towsley, “A new virtual indexing method for measuring host connection degrees”, Proceedings of IEEE INFOCOM Mini-Conference, pp. 1156-1160, April 2011.  (中国计算机学会A类会议. There are errors in the conference version, and the correct version is available here [pdf])
  • Pinghui Wang, Xiaohong Guan, Tao Qin, Qiuzhen Huang, “A Data Streaming Method for Monitoring Host Connection Degrees of High-Speed Links”, IEEE Transactions on Information Forensics and Security 6(3-2): 1086-1098, 2011.  (中国计算机学会A类期刊)
  • Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, Qiuzhen Huang, “Monitoring abnormal network traffic based on blind source separation approach”, Elsevier Journal of Network and Computer Applications 34(5): 1732-1742, 2011.  中国计算机学会B类期刊)
  • Xiaohong Guan, Tao Qin, Wei Li, Pinghui Wang, “Dynamic Feature Analysis and Measurement for Large-Scale Network Traffic Monitoring”, IEEE Transactions on Information Forensics and Security 5(4): 905-919, 2010.  (中国计算机学会A类期刊)
  • Pinghui Wang, Xiaohong Guan, Tao Qin, “P2P Traffic Identification Based on the Signatures of Key Packets”, Proceedings of IEEE  CAMAD2009.
  • Xiaohong Guan, Pinghui Wang, Tao Qin, “A New Data Streaming Method for Locating Hosts with Large Connection Degree”, Proceedings of IEEE  GLOBECOM 2009.
  • Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, “Monitoring Abnormal Traffic Flows Based on Independent Component Analysis”,  Proceedings of IEEE ICC 2009.
  • Tao Qin, Xiaohong Guan, Wei Li, Pinghui Wang, “Dynamic Features Measurement and Analysis for Large-Scale Networks”, Proceedings of IEEE  CAMAD 2008. (The IEEE CSIM 2008 Best Paper Award)
  • Pinghui Wang, Qinghua Zheng, Guolin Niu, Xiaohong Guan, and Zhongmin Cai, “Port scan detection algorithms based on statistical traffic features”, Journal on Communications 28(12), 2007. (In Chinese)
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