39 citations · 117 across the 39 of their papers we have counts for
9 papers · 1 filter
Learning Features of Network Structures Using Graphlets
Kun Tu, Jian Li, Don Towsley +2
Networks are fundamental to the study of complex systems, ranging from social contacts, message transactions, to biological regulations and economical networks. In many realistic a…
Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities over Time
Pinghui Wang, Peng Jia, Xiangliang Zhang +3
Online monitoring user cardinalities (or degrees) in graph streams is fundamental for many applications. For example in a bipartite graph representing user-website visiting activit…
Planting trees in graphs, and finding them back
Laurent Massoulié, Ludovic Stephan, Don Towsley
In this paper we study detection and reconstruction of planted structures in Erdős-Rényi random graphs. Motivated by a problem of communication security, we focus on planted struct…
Network Classification in Temporal Networks Using Motifs
Kun Tu, Jian Li, Don Towsley +2
Network classification has a variety of applications, such as detecting communities within networks and finding similarities between those representing different aspects of the rea…
Quickest Detection of Dynamic Events in Networks
Shaofeng Zou, Venugopal V. Veeravalli, Jian Li +1
The problem of quickest detection of dynamic events in networks is studied. At some unknown time, an event occurs, and a number of nodes in the network are affected by the event, i…
OCCAM: An Optimization-Based Approach to Network Inference
Anirudh Sabnis, Ramesh K. Sitaraman, Donald Towsley
We study the problem of inferring the structure of a communication network based only on network measurements made from a set of hosts situated at the network periphery. Our novel…