358 citations · 840 across the 33 of their papers we have counts for
33 papers
Phase transition and cascading collapse in binary decision-making dynamics
Xuyang Chen, Xin Wang, Longzhao Liu +2
Binary decision-making process is ubiquitous in social life and is of vital significance in many real-world issues, ranging from public health to political campaigns. While continu…
Research of Damped Newton Stochastic Gradient Descent Method for Neural Network Training
Jingcheng Zhou, Wei Wei, Zhiming Zheng
First-order methods like stochastic gradient descent(SGD) are recently the popular optimization method to train deep neural networks (DNNs), but second-order methods are scarcely u…
A novel S-shape based NURBS interpolation with acc-jerk- Continuity and round-off error elimination
Yifei Hu, Xin Jiang, Guanying Huo +4
Feedrate scheduling is a key step in computer numerical control (CNC) machining, as it has a close relationship with machining time and surface quality, and has now become a hot is…
Effects of Dynamic-Win-Stay-Lose-Learn model with voluntary participation in social dilemma
Zhenyu Shi, Wei Wei, Xiangnan Feng +2
In recent years, Win-Stay-Lose-Learn rule has attracted wide attention as an effective strategy updating rule, and voluntary participation is proposed by introducing a third strate…
Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network
Xing Li, Wei Wei, Xiangnan Feng +1
Graphs are often used to organize data because of their simple topological structure, and therefore play a key role in machine learning. And it turns out that the low-dimensional e…
Modeling confirmation bias and peer pressure in opinion dynamics
Longzhao Liu, Xin Wang, Shaoting Tang +1
Confirmation bias and peer pressure both have substantial impacts on the formation of collective decisions. Nevertheless, few attempts have been made to study how the interplay bet…
Community Detection through Vector-label Propagation Algorithms
Wenyi Fang, Xin Wang, Longzhao Liu +3
Community detection is a fundamental and important problem in network science, as community structures often reveal both topological and functional relationships between different…
Dynamic aspiration based on Win-Stay-Lose-Learn rule in Spatial Prisoner's Dilemma Gam
Zhenyu Shi, Wei Wei, Xiangnan Feng +2
Prisoner's dilemma game is the most commonly used model of spatial evolutionary game which is considered as a paradigm to portray competition among selfish individuals. In recent y…
Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs
Xing Li, Wei Wei, Xiangnan Feng +2
The graph structure is a commonly used data storage mode, and it turns out that the low-dimensional embedded representation of nodes in the graph is extremely useful in various typ…
Community detection based on first passage probabilities
Zhaole Wu, Xin Wang, Wenyi Fang +4
Community detection is of fundamental significance for understanding the topology characters and the spreading dynamics on complex networks. While random walk is widely used and is…
Complex social contagion induces bistability on multiplex networks
Longzhao Liu, Xin Wang, Shaoting Tang +2
Social reinforcement mechanism, which characterizes the promoting effects when exposing to multiple sources in social contagion process, is ubiquitous in information-technology eco…
Public discourse and social network echo chambers driven by socio-cognitive biases
Xin Wang, Antonio D. Sirianni, Shaoting Tang +2
In recent years, social media has increasingly become an important platform for political campaigns, especially elections. It remains elusive how exactly public discourse is driven…
Homophily on social networks changes evolutionary advantage in competitive information diffusion
Longzhao Liu, Xin Wang, Yi Zheng +3
Competitive information diffusion on large-scale social networks reveals fundamental characteristics of rumor contagions and has profound influence on public opinion formation. The…
Steering Eco-Evolutionary Games Dynamics with Manifold Control
Xin Wang, Zhiming Zheng, Feng Fu
Feedback loops between population dynamics of individuals and their ecological environment are ubiquitously found in nature, and have shown profound effects on the resulting eco-ev…
Core Influence Mechanism on Vertex-Cover Problem through Leaf-Removal-Core Breaking
Xiangnan Feng, Wei Wei, Xing Li +1
Leaf-Removal process has been widely researched and applied in many mathematical and physical fields to help understand the complex systems, and a lot of problems including the min…
Infectivity Enhances Prediction of Viral Cascades in Twitter
Weihua Li, Skyler J. Cranmer, Zhiming Zheng +1
Models of contagion dynamics, originally developed for infectious diseases, have proven relevant to the study of information, news, and political opinions in online social systems.…
Optimal Stabilization of Boolean Networks through Collective Influence
Jiannan Wang, Sen Pei, Wei Wei +2
The stability of Boolean networks has attracted much attention due to its wide applications in describing the dynamics of biological systems. During the past decades, much effort h…
Exploring the Node Importance Based on von Neumann Entropy
Xiangnan Feng, Wei Wei, Jiannan Wang +2
When analyzing the statistical and topological characteristics of complex networks, an effective and convenient way is to compute the centralities for recognizing influential and s…
Levy random walks on multiplex networks
Quantong Guo, Emanuele Cozzo, Zhiming Zheng +1
Random walks constitute a fundamental mechanism for many dynamics taking place on complex networks. Besides, as a more realistic description of our society, multiplex networks have…
Contagion processes on the static and activity driven coupling networks
Yanjun Lei, Xin Jiang, Quantong Guo +3
The evolution of network structure and the spreading of epidemic are common coexistent dynamical processes. In most cases, network structure is treated either static or time-varyin…
Research on Solution Space of Bipartite Graph Vertex-Cover by Maximum Matchings
Wei Wei, Yunjia Zhang, Ting Wang +3
Some rigorous results and statistics of the solution space of Vertex-Covers on bipartite graphs are given in this paper. Based on the 's theorem, an exact solution sp…
Identification of highly susceptible individuals in complex networks
Shaoting Tang, Xian Teng, Sen Pei +2
Identifying highly susceptible individuals in spreading processes is of great significance in controlling outbreaks. In this paper, we explore the susceptibility of people in susce…
Detecting the Influence of Spreading in Social Networks with Excitable Sensor Networks
Sen Pei, Shaoting Tang, Zhiming Zheng
Detecting spreading outbreaks in social networks with sensors is of great significance in applications. Inspired by the formation mechanism of human's physical sensations to extern…
Exploring the complex pattern of information spreading in online blog communities
Sen Pei, Lev Muchnik, Shaoting Tang +2
Information spreading in online social communities has attracted tremendous attention due to its utmost practical values in applications. Despite that several individual-level diff…