He, Zelin

1. TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression
   2024/04/01 by Zelin He, He, Zelin, Ying Sun +5 · 5 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Methodology (stat.ME) #Neural Networks and Applications #Parallel #Speech Recognition and Synthesis #Statistics Theory (math.ST) #and Cluster Computing (cs.DC)
2. AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression
   2024/03/20 by Zelin He, He, Zelin, Ying Sun +5 · 2 citations
   Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
3. Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees
   2024/10/11 by Yu, Xin, He, Zelin, Sun, Ying +2 · 1 citation
   #Computation (stat.CO) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Statistics Theory (math.ST) #and Cluster Computing (cs.DC)
4. Harnessing Vision-Language Models for Time Series Anomaly Detection
   2025/06/07 by Zhonghu He, Sarah Alnegheimish, He, Zelin +3 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting