190 citations · 359 across the 9 of their papers we have counts for
9 papers
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
Di Jin, Zhizhi Yu, Pengfei Jiao +5
Community detection, a fundamental task for network analysis, aims to partition a network into multiple sub-structures to help reveal their latent functions. Community detection ha…
An efficient algorithm for finding all possible input nodes for controlling complex networks
Xizhe Zhang, Jianfei Han, Weixiong Zhang
Understanding structural controllability of a complex network requires to identify a Minimum Input nodes Set (MIS) of the network. It has been suggested that finding an MIS is equi…
SAS+ Planning as Satisfiability
Ruoyun Huang, Yixin Chen, Weixiong Zhang
Planning as satisfiability is a principal approach to planning with many eminent advantages. The existing planning as satisfiability techniques usually use encodings compiled from…
An Effective Algorithm for and Phase Transitions of the Directed Hamiltonian Cycle Problem
Gerold Jäger, Weixiong Zhang
The Hamiltonian cycle problem (HCP) is an important combinatorial problem with applications in many areas. It is among the first problems used for studying intrinsic properties, in…
Identification of hybrid node and link communities in complex networks
Dongxiao He, Di Jin, Weixiong Zhang
Identification of communities in complex networks has become an effective means to analysis of complex systems. It has broad applications in diverse areas such as social science, e…
Discovering link communities in complex networks by exploiting link dynamics
Dongxiao He, Dayou Liu, Weixiongzhang +2
Discovery of communities in complex networks is a fundamental data analysis problem with applications in various domains. Most of the existing approaches have focused on discoverin…
Flexible and Approximate Computation through State-Space Reduction
Weixiong Zhang
In the real world, insufficient information, limited computation resources, and complex problem structures often force an autonomous agent to make a decision in time less than that…
Phase Transitions and Backbones of the Asymmetric Traveling Salesman Problem
W. Zhang
In recent years, there has been much interest in phase transitions of combinatorial problems. Phase transitions have been successfully used to analyze combinatorial optimization pr…
Identifying network communities with a high resolution
Jianhua Ruan, Weixiong Zhang
Community structure is an important property of complex networks. An automatic discovery of such structure is a fundamental task in many disciplines, including sociology, biology,…