3 papers
cs.LG2025
Structural Equation-VAE: Disentangled Latent Representations for Tabular Data
Ruiyu Zhang, Ce Zhao, Xin Zhao +2
Learning interpretable latent representations from tabular data remains a challenge in deep generative modeling. We introduce SE-VAE (Structural Equation-Variational Autoencoder),…
econ.GN2025
Eco-efficiency as a Catalyst for Citizen Co-production: Evidence from Chinese Cities
Ruiyu Zhang, Lin Nie, Ce Zhao +1
We examine whether higher eco-efficiency encourages local governments to co-produce environmental solutions with citizens. Using Chinese provincial data and advanced textual analys…
cs.CL2025
Achieving Semantic Consistency: Contextualized Word Representations for Political Text Analysis
Ruiyu Zhang, Lin Nie, Ce Zhao +1
Accurately interpreting words is vital in political science text analysis; some tasks require assuming semantic stability, while others aim to trace semantic shifts. Traditional st…