63 citations · 74 across the 5 of their papers we have counts for
5 papers
BIOME-Bench: A Benchmark for Biomolecular Interaction Inference and Multi-Omics Pathway Mechanism Elucidation from Scientific Literature
Sibo Wei, Peng Chen, Lifeng Dong +7
Multi-omics studies often rely on pathway enrichment to interpret heterogeneous molecular changes, but pathway enrichment (PE)-based workflows inherit structural limitations of pat…
Impacts of export restrictions on the global personal protective equipment trade network during COVID-19
Yang Ye, Qingpeng Zhang, Zhidong Cao +4
The COVID-19 pandemic has caused a dramatic surge in demand for personal protective equipment (PPE) worldwide. Many countries have imposed export restrictions on PPE to ensure the…
Optimal vaccination program for two infectious diseases with cross immunity
Yang Ye, Qingpeng Zhang, Zhidong Cao +1
There are often multiple diseases with cross immunity competing for vaccination resources. Here we investigate the optimal vaccination program in a two-layer Susceptible-Infected-R…
Effect of heterogeneous risk perception on information diffusion, behavior change, and disease transmission
Yang Ye, Qingpeng Zhang, Zhongyuan Ruan +3
Motivated by the importance of individual differences in risk perception and behavior change in people's responses to infectious disease outbreaks (particularly the ongoing COVID-1…
An interpretable neural network model through piecewise linear approximation
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao +1
Most existing interpretable methods explain a black-box model in a post-hoc manner, which uses simpler models or data analysis techniques to interpret the predictions after the mod…