Liu, Mingzhou

1. Learning Causal Alignment for Reliable Disease Diagnosis
   2023/10/03 by Mingzhou Liu, Ching-Wen Lee, Liu, Mingzhou +7 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
2. Causal Discovery from Subsampled Time Series with Proxy Variables
   2023/05/09 by Mingzhou Liu, Liu, Mingzhou, Xinwei Sun +5 · 1 citation
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Rough Sets and Fuzzy Logic #Time Series Analysis and Forecasting
3. Causal Discovery via Conditional Independence Testing with Proxy Variables
   2023/05/09 by Mingzhou Liu, Xinwei Sun, Liu, Mingzhou +5 · 1 citation
   Computer Science · #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Imbalanced Data Classification Techniques
4. Mamba-VA: A Mamba-based Approach for Continuous Emotion Recognition in Valence-Arousal Space
   2025/03/13 by Yuheng Liang, Liang, Yuheng, Zheyu Wang +7 · 2 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #H.5.2 #I.4.6 #Mental Health via Writing #Sentiment Analysis and Opinion Mining