2 papers
cs.LG2026
E-QRGMM: Efficient Generative Metamodeling for Covariate-Dependent Uncertainty Quantification
Zhiyang Liang, Qingkai Zhang
Covariate-dependent uncertainty quantification in simulation-based inference is crucial for high-stakes decision-making but remains challenging due to the limitations of existing m…
cs.LG2025
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
Qingkai Zhang, L. Jeff Hong, Houmin Yan
The rapid expansion of cross-border e-commerce (CBEC) has created significant opportunities for small- and medium-sized sellers, yet financing remains a critical challenge due to t…