456 citations · 706 across the 32 of their papers we have counts for
6 papers · 1 filter
R-BBG: Recursive Bipartition of Bi-connected Graphs
Ngoc-Tu Nguyen, Zhi-Li Zhang
Given an undirected graph , it is well known that partitioning a graph into connected subgraphs of equal or specificed sizes is in general NP-hard problem. On the…
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability
Tianyi Chen, Sergio Barbarossa, Xin Wang +2
Internet-of-Things (IoT) envisions an intelligent infrastructure of networked smart devices offering task-specific monitoring and control services. The unique features of IoT inclu…
Avoidance Markov Metrics and Node Pivotality Ranking
Golshan Golnari, Zhi-Li Zhang, Daniel Boley
We introduce the avoidance Markov metrics and theories which provide more flexibility in the design of random walk and impose new conditions on the walk to avoid (or transit) a spe…
Fast Distance Sensitivity Oracle for Multiple Failures
Golshan Golnari, Zhi-Li Zhang
When a network is prone to failures, it is very expensive to compute the shortest paths every time from the scratch. Distance sensitivity oracle provides this privilege to find the…
Graph Capsule Convolutional Neural Networks
Saurabh Verma, Zhi-Li Zhang
Graph Convolutional Neural Networks (GCNNs) are the most recent exciting advancement in deep learning field and their applications are quickly spreading in multi-cross-domains incl…
Random Walk Fundamental Tensor and Its Applications to Network Analysis
Golshan Golnari, Zhi-Li Zhang, Daniel Boley
We first present a comprehensive review of various random walk metrics used in the literature and express them in a consistent framework. We then introduce fundamental tensor -- a…