20 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Diffusion model for relational inference
Shuhan Zheng, Ziqiang Li, Kantaro Fujiwara +1
Dynamical behaviors of complex interacting systems, including brain activities, financial price movements, and physical collective phenomena, are associated with underlying interac…
cs.LG2022★ 20 cited
Diffusion models for missing value imputation in tabular data
Shuhan Zheng, Nontawat Charoenphakdee
Missing value imputation in machine learning is the task of estimating the missing values in the dataset accurately using available information. In this task, several deep generati…
q-bio.NC2021★ 3 cited
Kuramoto model based analysis reveals oxytocin effects on brain network dynamics
Shuhan Zheng, Zhichao Liang, Youzhi Qu +3
The oxytocin effects on large-scale brain networks such as Default Mode Network (DMN) and Frontoparietal Network (FPN) have been largely studied using fMRI data. However, these stu…