Sampling directed graphs with random walks

Bruno Ribeiro, Pinghui Wang, Fabrício Murai, +1

Directed GraphEngineeringNetwork AnalysisGraph ProcessingComputational Social Science +16

A Data Streaming Method for Monitoring Host Connection Degrees of High-Speed Links

Pinghui Wang, Xiaohong Guan, Tao Qin, +1

IEEE Transactions on Information Forensics and Security

Internet Traffic AnalysisEngineeringNetwork AnalysisStreaming DataHardware Security +16

MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs

Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, +6

IEEE Transactions on Knowledge and Data Engineering

EngineeringLarge GraphsNetwork AnalysisGraph Signal ProcessingGraph Processing +19

On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling

Fabrício Murai, Bruno Ribeiro, Don Towsley, +1

IEEE Journal on Selected Areas in Communications

EngineeringNetwork AnalysisComputational ComplexityScale-free NetworkSharp Threshold +17

A New Sketch Method for Measuring Host Connection Degree Distribution

Pinghui Wang, Xiaohong Guan, Junzhou Zhao, +2

IEEE Transactions on Information Forensics and Security

Hardware SecuritySketch MethodInternet Traffic AnalysisNetwork ScienceEngineering +12

Robust and Transferable Log-based Anomaly Detection

Peng Jia, Shaofeng Cai, Beng Chin Ooi, +2

Proceedings of the ACM on Management of Data

Artificial IntelligenceAnomaly DetectionMachine LearningLog MessagesEngineering +17

A New Data Streaming Method for Locating Hosts with Large Connection Degree

Xiaohong Guan, Pinghui Wang, Tao Qin

Cluster ComputingInternet Traffic AnalysisEngineeringNetwork AnalysisStreaming Algorithm +17

Moss: A Scalable Tool for Efficiently Sampling and Counting 4- and 5-Node Graphlets

Pinghui Wang, Jing Tao, Junzhou Zhao, +1

arXiv (Cornell University)

EngineeringNetwork AnalysisGraph Signal ProcessingLarge GraphGraph Processing +20

A General Framework for Estimating Graphlet Statistics via Random Walk

Xiaowei Chen, Yongkun Li, Pinghui Wang, +1

arXiv (Cornell University)

EngineeringNetwork AnalysisGraph Signal ProcessingGraphlet StatisticsGraph Processing +17

Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models

Ma Jie, Zhitao Gao, Qi Chai, +7

Proceedings of the AAAI Conference on Artificial Intelligence