131 citations · 276 across the 9 of their papers we have counts for
9 papers
Prioritizing Recurrent Services
Lin Franklin Feng, Yue Hu, Xu Kuang
We study optimal scheduling in multi-class queueing systems with reentrance, where jobs may return for additional service after completion. Such reentrance creates feedback loops t…
Edge of chaos as a guiding principle for modern neural network training
Lin Zhang, Ling Feng, Kan Chen +1
The success of deep neural networks in real-world problems has prompted many attempts to explain their training dynamics and generalization performance, but more guiding principles…
Identify Hidden Spreaders of Pandemic over Contact Tracing Networks
Shuhong Huang, Jiachen Sun, Ling Feng +3
The COVID-19 infection cases have surged globally, causing devastations to both the society and economy. A key factor contributing to the sustained spreading is the presence of a l…
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…
Optimal Machine Intelligence at the Edge of Chaos
Ling Feng, Lin Zhang, Choy Heng Lai
It has long been suggested that the biological brain operates at some critical point between two different phases, possibly order and chaos. Despite many indirect empirical evidenc…
Non-trivial Resource Amount Requirement in the Early Stage for Containing Fatal Diseases
Xiaolong Chen, Tianshou Zhou, Ling Feng +4
During an epidemic control, the containment of the disease is usually achieved through increasing devoted resource to shorten the duration of infectiousness. However, the impact of…
Local structure can identify and quantify influential global spreaders in large scale social networks
Yanqing Hu, Shenggong Ji, Yuliang Jin +3
Measuring and optimizing the influence of nodes in big-data online social networks are important for many practical applications, such as the viral marketing and the adoption of ne…
A Simplified Self-Consistent Probabilities Framework to Characterize Percolation Phenomena on Interdependent Networks : An Overview
Ling Feng, Christopher Pineda Monterola, Yanqing Hu
Interdependent networks are ubiquitous in our society, ranging from infrastructure to economics, and the study of their cascading behaviors using percolation theory has attracted m…
Competing for Attention in Social Media under Information Overload Conditions
Ling Feng, Yanqing Hu, Baowen Li +3
Although the many forms of modern social media have become major channels for the dissemination of information, they are becoming overloaded because of the rapidly-expanding number…