30 citations · 52 across the 11 of their papers we have counts for
12 papers · 1 filter
Effective Graph Resistance as Cumulative Heat Dissipation
Xiangrong Wang, Xin Yu, Zongze Wu +1
Effective graph resistance is a fundamental structural metric in network science, widely used to quantify global connectivity, compare network architectures, and assess robustness…
Directionality-induced jamming in multiplex networks
Mateo Bouchet, Alejandro Tejedor, Xiangrong Wang +1
We study diffusion on multiplex networks with directed interlayer couplings. We demonstrate both numerically and analytically that even with undirected layers, interlayer direction…
Predicting the critical behavior of complex dynamic systems via learning the governing mechanisms
Xiangrong Wang, Dan Lu, Zongze Wu +4
Critical points separate distinct dynamical regimes of complex systems, often delimiting functional or macroscopic phases in which the system operates. However, the long-term predi…
Spreading dynamics of information on online social networks
Fanhui Meng, Jiarong Xie, Jiachen Sun +7
Social media is profoundly changing our society with its unprecedented spreading power. Due to the complexity of human behaviors and the diversity of massive messages, the informat…
Interspecific competition shapes the structural stability of mutualistic networks
Xiangrong Wang, Thomas Peron, Johan L. A. Dubbeldam +2
Mutualistic networks have attracted increasing attention in the ecological literature in the last decades as they play a key role in the maintenance of biodiversity. Here, we devel…
Induced Percolation on Networked Systems
Jiarong Xie, Xiangrong Wang, Ling Feng +3
Percolation theory has been widely used to study phase transitions in complex networked systems. It has also successfully explained several macroscopic phenomena across different f…
Unique superdiffusion induced by directionality in multiplex networks
Xiangrong Wang, Alejandro Tejedor, Yi Wang +1
The multilayer network framework has served to describe and uncover a number of novel and unforeseen physical behaviors and regimes in interacting complex systems. However, the maj…
Efficient algorithm based on non-backtracking matrix for community detection in signed networks
Zhaoyue Zhong, Xiangrong Wang, Cunquan Qu +1
Community detection or clustering is a crucial task for understanding the structure of complex systems. In some networks, nodes are permitted to be linked by either "positive" or "…
Directionality reduces the impact of epidemics in multilayer networks
Xiangrong Wang, Alberto Aleta, Dan Lu +1
The study of how diseases spread has greatly benefited from advances in network modeling. Recently, a class of networks known as multilayer graphs has been shown to describe more a…
Structural transition in interdependent networks with regular interconnections
Xiangrong Wang, Robert E. Kooij, Yamir Moreno +1
Networks are often made up of several layers that exhibit diverse degrees of interdependencies. A multilayer interdependent network consists of a set of graphs that are interco…
Quantifying the robustness of metro networks
Xiangrong Wang, Yakup Koç, Sybil Derrible +2
Metros (heavy rail transit systems) are integral parts of urban transportation systems. Failures in their operations can have serious impacts on urban mobility, and measuring their…
A network approach for power grid robustness against cascading failures
Xiangrong Wang, Yakup Koç, Robert E. Kooij +1
Cascading failures are one of the main reasons for blackouts in electrical power grids. Stable power supply requires a robust design of the power grid topology. Currently, the impa…