Zhuang, Zhongfang

1. RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data
   2024/02/16 by Chin‐Chia Michael Yeh, Yujie Fan, Yeh, Chin-Chia Michael +20 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Toward a Foundation Model for Time Series Data
   2023/10/05 by Chin‐Chia Michael Yeh, Xin Dai, Yeh, Chin-Chia Michael +19 · 5 citations
   Computer Science · #Time Series Analysis and Forecasting
3. An Efficient Content-based Time Series Retrieval System
   2023/10/05 by Yeh, Chin-Chia Michael, Chen, Huiyuan, Dai, Xin +9 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
4. Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph
   2022/08/11 by Chin‐Chia Michael Yeh, Yeh, Chin-Chia Michael, Mengting Gu +15 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
5. Sketching Multidimensional Time Series for Fast Discord Mining
   2023/11/05 by Chin‐Chia Michael Yeh, Yan Zheng, Yeh, Chin-Chia Michael +17 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Time Series Analysis and Forecasting
6. Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series
   2021/12/24 by Chin‐Chia Michael Yeh, Yeh, Chin-Chia Michael, Yan Zheng +11 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Complex Systems and Time Series Analysis #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
7. Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers
   2025/03/13 by Jiarui Sun, Sun, Jiarui, Chin‐Chia Michael Yeh +21 · 1 citation
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
8. Matrix Profile for Anomaly Detection on Multidimensional Time Series
   2024/09/14 by Chin‐Chia Michael Yeh, Audrey Der, Yeh, Chin-Chia Michael +25 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting