Tian Zhou

1. FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
   2022/01/30 by Tian Zhou, Ziqing Ma, Zhou, Tian +9 · 190 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. One Fits All:Power General Time Series Analysis by Pretrained LM
   2023/02/23 by Tian Zhou, Peisong Niu, Zhou, Tian +7 · 107 citations
   Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Topic Modeling
3. FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
   2022/05/18 by Tian Zhou, Ziqing Ma, Zhou, Tian +11 · 13 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Forecasting Techniques and Applications
4. CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
   2023/05/20 by Xue Wang, Xue, Wang, Tian Zhou +9 · 9 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
5. Unlocking the Power of LSTM for Long Term Time Series Forecasting
   2024/08/19 by Yaxuan Kong, Kong, Yaxuan, Zepu Wang +13 · 12 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events
   2023/06/14 by Hengbo Liu, Liu, Hengbo, Ziqing Ma +13 · 6 citations
   Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Grey System Theory Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods
7. Output Scaling: YingLong-Delayed Chain of Thought in a Large Pretrained Time Series Forecasting Model
   2025/05/20 by Xue Wang, Wang, Xue, Tian Zhou +6 · 7 citations
   Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis
8. Localization for mixed far-field and near-field sources utilizing improved symmetric nested array
   2020/10/07 by Jiajun Shen, Tian Zhou, Chao Xu +2 · 1 citation
   Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #Indoor and Outdoor Localization Technologies #Speech and Audio Processing
9. Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting
   2024/02/08 by Yanjun Zhao, Zhao, Yanjun, Tian Zhou +9 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
10. Foliar spraying magnesium promotes soluble sugar accumulation by inducing the activities of sucrose biosynthesis and transport in citrus fruits
    2023/10/27 by Han Han, Xueling Chen, Xue-Ling Chen +4 · 1 citation
    Agricultural and Biological Sciences · #Plant nutrient uptake and metabolism #Plant Micronutrient Interactions and Effects #Plant Stress Responses and Tolerance
11. A Spin-Based Pathway to Testing the Quantum Nature of Gravity
    2025/09/01 by Sougato Bose, Anupam Mazumdar, Bose, Sougato +104 · 6 citations
    Materials Science · Physics and Astronomy · #Diamond and Carbon-based Materials Research #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Instrumentation and Detectors (physics.ins-det) #Mechanical and Optical Resonators #Quantum Electrodynamics and Casimir Effect #Quantum Physics (quant-ph)