Liang, Zhongyuan

1. A Learning Based Hypothesis Test for Harmful Covariate Shift
   2022/12/06 by Tom Ginsberg, Ginsberg, Tom, Zhongyuan Liang +3 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Local MDI+: Local Feature Importances for Tree-Based Models
   2025/06/10 by Zhiyong Liang, Zachary T. Rewolinski, Liang, Zhongyuan +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Revealing Treatment Non-Adherence Bias in Clinical Machine Learning Using Large Language Models
   2025/02/26 by Liang, Zhongyuan, Suresh, Arvind, Chen, Irene Y. · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)