KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs,
2025,
Proceedings of the American Medical Informatics Association Annual Summit (AMIA)
Yuzhang Xie
,
Hejie Cui
,
Ziyang Zhang
,
Jiaying Lu
,
Kai Shu
,
Fadi Nahab
,
Xiao Hu
,
Carl Yang
Measuring Spiritual Values and Bias of Large Language Models,
2025,
Workshop on Large Language Models for Scientific and Societal Advances: The ACM International Conference on Knowledge Discovery and Data Mining (KDD-SciSocLLM)
Songyuan Liu
,
Ziyang Zhang
,
Runze Yan
,
Wei Wu
,
Carl Yang
,
Jiaying Lu
Type 2 Diabetes Subtyping via Phenotype and Genotype Co-Learning,
2025,
Proceedings of the World Congress on Medical and Health Informatics (MedInfo)
Ziyang Zhang
,
Lily Wang
,
Weimin Meng
,
Chang Liu
,
Hui Shao
,
Yan Sun
,
Jingchuan Guo
,
Jiang Bian
,
Rui Yin
,
Carl Yang
Enhanced Gaussian Process Dynamical Modeling for Battery Health Status Forecasting,
2025,
Renewable and Sustainable Energy Reviews (impact factor: 16.3)
Wei W. Xing
,
Ziyang Zhang
,
Akeel Shah
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data,
2024,
Proceedings of the ACM International Conference on Knowledge Discovery and Data Mining (KDD)
Ziyang Zhang
,
Hejie Cui
,
Ran Xu
,
Yuzhang Xie
,
Joyce C. Ho
,
Carl Yang
Multi-fidelity Design Optimization of Solid Oxide Fuel Cells Using a Bayesian Feature Enhanced Stochastic Collocation,
2023,
International Journal of Hydrogen Energy (impact factor: 8.1)
Wei W. Xing
,
Akeel A. Shah
,
Guohao Dai
,
Ziyang Zhang
,
Ting Guo
,
Hong Qiu
,
Puiki Leung
,
Qian Xu
,
Xun Zhu
,
Qiang Liao