187 citations · 260 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2022★ 51 cited
Expectation-Maximizing Network Reconstruction and MostApplicable Network Types Based on Binary Time Series Data
Kaiwei Liu, Xing Lv, Fei Gao +1
Based on the binary time series data of social infection dynamics, we propose a general framework to reconstruct 2-simplex complexes with two-body and three-body interactions by co…
cs.LG2022★ 22 cited
Neural Information Squeezer for Causal Emergence
Jiang Zhang, Kaiwei Liu
The classic studies of causal emergence have revealed that in some Markovian dynamical systems, far stronger causal connections can be found on the higher-level descriptions than t…
cs.CV2018★ 187 cited
Complex Network Classification with Convolutional Neural Network
Ruyue Xin, Jiang Zhang, Yitong Shao
Classifying large scale networks into several categories and distinguishing them according to their fine structures is of great importance with several applications in real life. H…