A Numerical Framework for Integrating Deferred Correction Methods to Solve High Order Collocation Formulations of ODEs. - Wenzhen Qu; Namdi Brandon; Dangxing Chen; Jingfang Huang; Tyler Kress (J. Sci. Comput., 2016)

A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications. - Harbir Antil; Dangxing Chen; Scott E. Field (Comput. Sci. Eng., 2018)

A heterogeneous FMM for layered media Helmholtz equation I: Two layers in R2. - Min Hyung Cho; Jingfang Huang; Dangxing Chen; Wei Cai 003 (J. Comput. Phys., 2018)

Learning Algorithm in Two-Stage Selective Prediction. - Weicheng Ye; Dangxing Chen; Ilqar Ramazanli (CACML, 2022)

Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. - Dangxing Chen; Weicheng Ye (ICAIF, 2022)

Two-stage Modeling for Prediction with Confidence. - Dangxing Chen (ICTAI, 2022)

Generalized Gloves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance. - Dangxing Chen; Weicheng Ye (CoRR, 2022)

Interpretable Selective Learning in Credit Risk. - Dangxing Chen; Weicheng Ye; Jiahui Ye (CoRR, 2022)

How to address monotonicity for model risk management? - Dangxing Chen; Weicheng Ye (ICML, 2023)

Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance. - Dangxing Chen; Luyao Zhang 001 (CoRR, 2023)

Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models. - Dangxing Chen (CoRR, 2023)

Attribution Methods in Asset Pricing: Do They Account for Risk? - Dangxing Chen; Yuan Gao (CIFEr, 2024)

Generalized Groves of Neural Additive Models: Pursuing Transparent Machine Learning Models in Finance. - Dangxing Chen; Weicheng Ye (CIFEr, 2024)

Why Groups Matter: Necessity of Group Structures in Attributions. - Dangxing Chen; Jingfeng Chen; Weicheng Ye (ICAIF, 2024)

FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning. - Jingfeng Chen; Wanlin Deng; Dangxing Chen; Luyao Zhang (CoRR, 2024)

Explaining Risks: Axiomatic Risk Attributions for Financial Models. - Dangxing Chen (CoRR, 2025)