512 citations · 624 across the 33 of their papers we have counts for
8 papers · 1 filter
Data-driven functional state estimation of complex networks
Yuan Zhang, Ziyuan Luo, Wenxuan Xu +8
The internal state of a dynamical system, a set of variables that defines its evolving configuration, is often hidden and cannot be fully measured, posing a central challenge for r…
Modeling and Topology Estimation of Low Rank Dynamical Networks
Wenqi Cao, Aming Li
Conventional topology learning methods for dynamical networks become inapplicable to processes exhibiting low-rank characteristics. To address this, we propose the low rank dynamic…
Stability of complex communities: A perspective from discrete-time dynamics
Shuaiying Wang, Yuguang Yang, Aming Li
Understanding the stability of complex communities is a central focus in ecology, many important theoretical advancements have been made to identify drivers of ecological stability…
Personalised strategy of allocating social goods in structured populations
Yao Meng, Sean P. Cornelius, Yang-Yu Liu +1
Cooperation underlies many aspects of the evolution of human and animal societies, where cooperators produce social goods to benefit others. Explaining the emergence of cooperation…
Transformability reveals the interplay of dynamics across different network orders
Ming Xie, Shibo He, Aming Li +3
Recent studies have investigated various dynamic processes characterizing collective behaviors in real-world systems. However, these dynamics have been studied individually in spec…
Convergence of time-delayed opinion dynamics with complex interaction types
Lingling Yao, Aming Li
In opinion dynamics, time delays in agent-to-agent interactions are ubiquitous, which can substantially disrupt the dynamical processes rooted in agents' opinion exchange, decision…
ARMAX identification of low rank graphical models
Wenqi Cao, Aming Li
In large-scale systems, complex internal relationships are often present. Such interconnected systems can be effectively described by low rank stochastic processes. When identifyin…
Evolutionary game dynamics for higher-order interactions
Jiachao Guo, Yao Meng, Aming Li
Cooperative behaviors are deeply embedded in structured biological and social systems. Networks are often employed to portray pairwise interactions among individuals, where network…