1.8k citations · 1.8k across the 3 of their papers we have counts for
3 papers
cs.SI2024
A Fast Maximum Clique Algorithm Based on Network Decomposition for Large Sparse Networks
Tianlong Fan, Wenjun Jiang, Yi-Cheng Zhang +1
Finding maximum cliques in large networks is a challenging combinatorial problem with many real-world applications. We present a fast algorithm to achieve the exact solution for th…
cs.LG2024★ 1 cited
Data organization limits the predictability of binary classification
Fei Jing, Zi-Ke Zhang, Yi-Cheng Zhang +1
The structure of data organization is widely recognized as having a substantial influence on the efficacy of machine learning algorithms, particularly in binary classification task…
physics.data-an2009★ 1.8k cited
Predicting Missing Links via Local Information
Tao Zhou, Linyuan Lu, Yi-Cheng Zhang
Missing link prediction of networks is of both theoretical interest and practical significance in modern science. In this paper, we empirically investigate a simple framework of li…