Author

Xinpeng Shen

Observed names: Shen, XinPeng, Shen, Xinpeng, shen, Xinpeng

Institution: University of Science and Technology of China

Observed institutions: University of Science and Technology of China, University of Minnesota, Mayo Clinic

ORCID: 0000-0003-1191-0010

Observed ORCID: 0000-0003-1191-0010

OpenAlex ID: A5042299217

Challenges and Opportunities with Causal Discovery Algorithms: Application to Alzheimer’s Pathophysiology

2020 · Xinpeng Shen, Sisi Ma, et al. · Scientific Reports · 132

Causal structure discovery identifies risk factors and early brain markers related to evolution of white matter hyperintensities

2022 · Xinpeng Shen, Sheelakumari Raghavan, et al. · NeuroImage Clinical · 23

A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus

2021 · Xinpeng Shen, Sisi Ma, et al. · Scientific Reports · 21

Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance

2017 · Chih-Lin Chi, Wenjun Zeng, et al. · Journal of Biomedical Informatics · 9

A novel method for handling Missing Not at Random Data in the electronic health records

2022 · Xinpeng Shen, Sisi Ma, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 5

A novel method for Causal Structure Discovery from EHR data: A demonstration on type-2 diabetes mellitus

2021 · Xinpeng Shen, Sisi Ma, et al. · Research Square · 1

Personalize Warfarin Trearment by Optimizing Protocol Assignment

2018 · Chih-Lin Chi, Xinpeng Shen, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 1

A GHOST in Long-Horizon Agents: Governance Hazard from Overlooked Safety Constraints across Turns

2026 · Shen, XinPeng, Zhang, Lan, et al. · arXiv (Cornell University)

The More It Says, the More You Pay: A Black-Box Audit of Provider-Side Token Inflation in LLM Services

2026 · Chen, Leilei, Zhang, Lan, et al. · arXiv (Cornell University)

Review of: "Causality in Machine Learning: Innovating Model Generalization through Inference of Causal Relationships from Observational Data"

2023 · Xinpeng Shen

Works count: 11

Citation count: 192

H-index: 5

I10-index: 3