Xiyuan Zhang
- Chronos: Learning the Language of Time Series
2024/03/12 by Abdul Fatir Ansari, Lorenzo Stella, Ansari, Abdul Fatir +36 · 4 voices · 158 citations
Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
- Large Language Models for Time Series: A Survey
2024/02/02 by Xiyuan Zhang, Ranak Roy Chowdhury, Zhang, Xiyuan +5 · 22 citations
Computer Science · #Topic Modeling #Advanced Text Analysis Techniques
- First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
2022/12/15 by Xiyuan Zhang, Xiao-Yong Jin, Zhang, Xiyuan +15 · 2 citations
Computer Science · Decision Sciences · Engineering · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Energy Load and Power Forecasting
- UniMTS: Unified Pre-training for Motion Time Series
2024/10/18 by Xiyuan Zhang, Diyan Teng, Zhang, Xiyuan +11 · 3 citations
Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
- TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations
2021/12/23 by Xin Tian, Tian, Xin, He Dongfeng +24 · 1 citation
Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
- Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
2024/12/06 by Luca Masserano, Abdul Fatir Ansari, Masserano, Luca +19 · 3 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Neural Networks and Applications
- Towards Diverse and Coherent Augmentation for Time-Series Forecasting
2023/03/24 by Xiyuan Zhang, Zhang, Xiyuan, Ranak Roy Chowdhury +7 · 1 citation
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Stock Market Forecasting Methods
- Baichuan4-Finance Technical Report
2024/12/17 by Hanyu Zhang, Zhang, Hanyu, Yuhao Feng +14 · 2 citations
Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #Financial Distress and Bankruptcy Prediction #Machine Learning in Healthcare