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Publications
Journal Publications and Reviews
He, Hongwei; Liu, Mucan; Guo, Chonghui / "Dynamic Ensemble, then Knowledge Distillation": A SHAP-Driven Two-Stage Framework for Sepsis Mortality Prediction. November 2025; In: IEEE Journal of Biomedical and Health Informatics. Vol. 29, No. 11, pp. 8550-8559
Liu, Mucan; Guo, Chonghui; Xu, Liangchen / An interpretable automated feature engineering framework for improving logistic regression. March 2024; In: Applied Soft Computing. Vol. 153
Chapters, Conference Papers, Creative and Literary Works
Liu, Mucan; Hu, Manting; Liu, Junming / Event Shocks in Investment Networks: A Contextual-Temporal Aware Neural Point Process Framework for Startup Success Prediction. October 2025; ICIS 2025 Proceedings.
Liu, Mucan; Hu, Manting; Liu, Junming / A Graph Learning Model of Network Resources for Early Stage Startup Success Prediction. November 2023; ICIS 2023 Proceedings.