王平辉教授

2018-11-20 11:27:02 88

基本介绍

姓名: 王平辉
职称: 特聘研究员
地址:网络安全实验室306室
电话:15091287930
电子邮件:phwang@mail.xjtu.edu.cn 

教育经历

2006.09-2012.03 西安交通大学,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

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

学术荣誉与获奖

学术兼职

研究方向

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

论文著选

著作

论文

Fabricio Murai, Bruno Ribeiro, Don Towsley, and Pinghui Wang. “Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps”. Accepted for ACM Transactions on Knowledge Discovery from Data, 2018. (中国计算机学会B类期刊)
Junzhou Zhao, Shuo Shang, Xiangliang Zhang, Pinghui Wang, John C.S. Lui. “Submodular Optimization Over Streams with Inhomogeneous Decays”. Accepted for AAAI 2019. (中国计算机学会A类会议)
Junzhou Zhao, Pinghui Wang, John C.S. Lui. “Optimizing Node Discovery on Networks: Problem Definitions, Fast Algorithms, and Observations”. Accepted for Information Sciences 2018. (中国计算机学会B类期刊)
Pinghui Wang, Peng Jia, Qi Yiyan, Sun Yu, Jing Tao, Xiaohong Guan. “REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel”. Accepted for ICDE 2019. (中国计算机学会A类会议)
Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley. “Utilizing Dynamic Properties of Virtual Sketches to Accurately Estimate User Cardinalities over Time”. Accepted for ICDE 2019. (中国计算机学会A类会议)
Junzhou Zhao, Xiangliang Zhang, Shuo Shang, Pinghui Wang, John C.S. Lui. “Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks”. Accepted for ICDE 2019. (中国计算机学会A类会议)
Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan. “Detecting a Variety of Long-Term Stealthy User Behaviors on High Speed Links”. Accepted for IEEE Transactions on Knowledge and Data Engineering 2018. (中国计算机学会A类期刊)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Jing Tao, Xiaohong Guan. “SNOD: A Fast Sampling Method of Exploring Node Orbit Degrees for Large Graphs”. Accepted for KAIS 2018. (中国计算机学会B类期刊)
Pinghui Wang, Xiangyu Wang, Jing Tao, Peng Zhang, Xiaohong Guan. “Continuously Distinct Sampling over Centralized and Distributed High Speed Data Streams”. Accepted for IEEE Transactions on Parallel and Distributed Systems 2018. (中国计算机学会A类期刊)
Junzhou Zhao, Pinghui Wang*, John C. S. Lui, Don Towsley, Xiaohong Guan. “Sampling Online Social Networks by Random Walk with Indirect Jumps”. Accepted for DAMI (Data Mining and Knowledge Discovery) 2018. (中国计算机学会B类期刊)
Pinghui Wang, Feiyang Sun, Jing Tao, Xiaohong Guan, Albert Bifet. “Predicting Attributes and Friends of Mobile Users From AP-Trajectories”. Accepted for Information Sciences 2018. (中国计算机学会B类期刊)
Pinghui Wang, Junzhou Zhao, John C.S. Lui, Don Towsley, Xiaohong Guan. “Fast Crawling Methods of Exploring Content Distributed Over Large Graphs”. Accepted for KAIS 2018. (中国计算机学会B类期刊)
Pinghui Wang, Junzhou Zhao, Bruno Ribeiro, John C.S. Lui, Don Towsley, and Xiaohong Guan. “Practical Characterization of Large Networks Using Neighborhood Information”. Accepted for KAIS 2018. (中国计算机学会B类期刊)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang,  Zhenguo Li,  Jiefeng Cheng,  John C.S. Lui, Don Towsley, Jing Tao, and Xiaohong Guan. “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs (Extended Abstract)”. Proceedings of IEEE ICDE 2018 (TKDE invited poster), 2 pages.
Pinghui Wang, Peng Jia, Jing Tao, and Xiaohong Guan. “Mining Long-Term Stealthy User Behaviors on High Speed Links”. Accepted for INFOCOM 2018. (中国计算机学会A类会议)
Pinghui Wang, Yiyan Qi, Yu Sun, Xiangliang Zhang, Jing Tao, and Xiaohong Guan. “Approximately Counting Triangles in Large Graph Streams Including Edge Duplicates with a Fixed Memory Usage”. VLDB 2018. (中国计算机学会A类会议)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang,  Zhenguo Li,  Jiefeng Cheng,  John C.S. Lui, Don Towsley, Jing Tao, and Xiaohong Guan. “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs”. [paper][arxiv][code] IEEE Transactions on Knowledge and Data Engineering  30(1): 73-86, 2018. (中国计算机学会A类期刊)
Jing Tao, Pinghui Wang*, Xiaohong Guan, and Wenjun Hu. “AL-bitmap: Monitoring Network Traffic Activity Graphs on High Speed Links”. Information Sciences, 408: 162-175, 2017. (中国计算机学会B类期刊, Impact Factor: 3.364)
Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, and Xiaohong Guan. “Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications”. Information Sciences, 408: 1-22, 2017. (中国计算机学会B类期刊, 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. (中国计算机学会B类期刊, 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. (中国计算机学会A类期刊. 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.
Xiaowei Chen, Yongkun Li, Pinghui Wang, and John C.S. Lui. “A General Framework for Estimating Graphlet Statistics via Random Walk”. VLDB 2017. (中国计算机学会A类会议)
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.
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.
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)

项目

纵向

[1] 大规模网络子图模式快速挖掘方法研究,青年科学基金项目,2017.01-2019.12, 主持
[2] 法院智能化综合管理与决策关键技术研究,中华人民共和国科学技术部,2018.7  至 2021.6,主持

横向

[1] 教育部—中移动研发项目一期,中国移动通信有限公司研究院,2015.12 至2016.12,主持
[2] 教育部—中移动研发项目二期,中国移动通信有限公司研究院,2016.12 至2018.12,主持

English

Name: Wang Pinghui
Photo:  
Job Tittle: Researcher
Position:
Addr: Ministry of Education Key Lab for Intelligent Networks and Network Security
Tel: 15091287930
Fax: 
Email: phwang@mail.xjtu.edu.cn

EDUCATION

2006.09-2012.03 Xi’an Jiaotong University, Ph.D student
2009.09-2010.09 University of Massachusetts Amherst,Visiting student
2002.09-2006.06 Xi’an Jiaotong University, Undergraduate

EXPERIENCES

2015.04-now Xi’an Jiaotong University, researcher
2014.01-2015.03 HUAWEI Noah’s Ark Lab, Hong Kong,researcher
2012.11-2013.10 School of Computer Science at McGill University,Postdoctoral Fellow
2012.04-2012-10 Department of Computer Science & Engineering at The Chinese University of Hong Kong,Postdoctoral Fellow

ACADEMIC AWARDs and Honors

ACADEMIC Services

Expertise and Research Interests: Mobile application security, Graph mining, Social network privacy, Large scale graph analysis, Online social network measurement, High speed traffic analysis.

Selected Publications

Books

Papers

Fabricio Murai, Bruno Ribeiro, Don Towsley, and Pinghui Wang. “Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps”. Accepted for ACM Transactions on Knowledge Discovery from Data, 2018. (中国计算机学会B类期刊)
Junzhou Zhao, Shuo Shang, Xiangliang Zhang, Pinghui Wang, John C.S. Lui. “Submodular Optimization Over Streams with Inhomogeneous Decays”. Accepted for AAAI 2019. (中国计算机学会A类会议)
Junzhou Zhao, Pinghui Wang, John C.S. Lui. “Optimizing Node Discovery on Networks: Problem Definitions, Fast Algorithms, and Observations”. Accepted for Information Sciences 2018. (中国计算机学会B类期刊)
Pinghui Wang, Peng Jia, Qi Yiyan, Sun Yu, Jing Tao, Xiaohong Guan. “REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel”. Accepted for ICDE 2019. (中国计算机学会A类会议)
Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley. “Utilizing Dynamic Properties of Virtual Sketches to Accurately Estimate User Cardinalities over Time”. Accepted for ICDE 2019. (中国计算机学会A类会议)
Junzhou Zhao, Xiangliang Zhang, Shuo Shang, Pinghui Wang, John C.S. Lui. “Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks”. Accepted for ICDE 2019. (中国计算机学会A类会议)
Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan. “Detecting a Variety of Long-Term Stealthy User Behaviors on High Speed Links”. Accepted for IEEE Transactions on Knowledge and Data Engineering 2018. (中国计算机学会A类期刊)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Jing Tao, Xiaohong Guan. “SNOD: A Fast Sampling Method of Exploring Node Orbit Degrees for Large Graphs”. Accepted for KAIS 2018. (中国计算机学会B类期刊)
Pinghui Wang, Xiangyu Wang, Jing Tao, Peng Zhang, Xiaohong Guan. “Continuously Distinct Sampling over Centralized and Distributed High Speed Data Streams”. Accepted for IEEE Transactions on Parallel and Distributed Systems 2018. (中国计算机学会A类期刊)
Junzhou Zhao, Pinghui Wang*, John C. S. Lui, Don Towsley, Xiaohong Guan. “Sampling Online Social Networks by Random Walk with Indirect Jumps”. Accepted for DAMI (Data Mining and Knowledge Discovery) 2018. (中国计算机学会B类期刊)
Pinghui Wang, Feiyang Sun, Jing Tao, Xiaohong Guan, Albert Bifet. “Predicting Attributes and Friends of Mobile Users From AP-Trajectories”. Accepted for Information Sciences 2018. (中国计算机学会B类期刊)
Pinghui Wang, Junzhou Zhao, John C.S. Lui, Don Towsley, Xiaohong Guan. “Fast Crawling Methods of Exploring Content Distributed Over Large Graphs”. Accepted for KAIS 2018. (中国计算机学会B类期刊)
Pinghui Wang, Junzhou Zhao, Bruno Ribeiro, John C.S. Lui, Don Towsley, and Xiaohong Guan. “Practical Characterization of Large Networks Using Neighborhood Information”. Accepted for KAIS 2018. (中国计算机学会B类期刊)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang,  Zhenguo Li,  Jiefeng Cheng,  John C.S. Lui, Don Towsley, Jing Tao, and Xiaohong Guan. “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs (Extended Abstract)”. Proceedings of IEEE ICDE 2018 (TKDE invited poster), 2 pages.
Pinghui Wang, Peng Jia, Jing Tao, and Xiaohong Guan. “Mining Long-Term Stealthy User Behaviors on High Speed Links”. Accepted for INFOCOM 2018. (中国计算机学会A类会议)
Pinghui Wang, Yiyan Qi, Yu Sun, Xiangliang Zhang, Jing Tao, and Xiaohong Guan. “Approximately Counting Triangles in Large Graph Streams Including Edge Duplicates with a Fixed Memory Usage”. VLDB 2018. (中国计算机学会A类会议)
Pinghui Wang, Junzhou Zhao, Xiangliang Zhang,  Zhenguo Li,  Jiefeng Cheng,  John C.S. Lui, Don Towsley, Jing Tao, and Xiaohong Guan. “MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs”. [paper][arxiv][code] IEEE Transactions on Knowledge and Data Engineering  30(1): 73-86, 2018. (中国计算机学会A类期刊)
Jing Tao, Pinghui Wang*, Xiaohong Guan, and Wenjun Hu. “AL-bitmap: Monitoring Network Traffic Activity Graphs on High Speed Links”. Information Sciences, 408: 162-175, 2017. (中国计算机学会B类期刊, Impact Factor: 3.364)
Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, and Xiaohong Guan. “Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications”. Information Sciences, 408: 1-22, 2017. (中国计算机学会B类期刊, 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. (中国计算机学会B类期刊, 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. (中国计算机学会A类期刊. 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.
Xiaowei Chen, Yongkun Li, Pinghui Wang, and John C.S. Lui. “A General Framework for Estimating Graphlet Statistics via Random Walk”. VLDB 2017. (中国计算机学会A类会议)
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.
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.
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)

Project

Funded by the Government

[1] 大规模网络子图模式快速挖掘方法研究,青年科学基金项目,2017.01-2019.12, 主持
[2] 法院智能化综合管理与决策关键技术研究,中华人民共和国科学技术部,2018.7  至 2021.6,主持

Funded by the Enterprise

[1] 教育部—中移动研发项目一期,中国移动通信有限公司研究院,2015.12 至2016.12,主持
[2] 教育部—中移动研发项目二期,中国移动通信有限公司研究院,2016.12 至2018.12,主持