Xiaoyong Jin
- Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
2019/06/29 by Shiyang Li, Xiaoyong Jin, Li, Shiyang +11 · 68 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- PreDiff: Precipitation Nowcasting with Latent Diffusion Models
2023/07/19 by Zhihan Gao, Xingjian Shi, Gao, Zhihan +15 · 27 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Flood Risk Assessment and Management
- Domain Adaptation for Time Series Forecasting via Attention Sharing
2021/02/13 by Xiaoyong Jin, Youngsuk Park, Jin, Xiaoyong +6 · 12 citations
Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Domain Adaptation and Few-Shot Learning #Hydrological Forecasting Using AI
- Inter-Series Attention Model for COVID-19 Forecasting
2020/10/25 by Xiaoyong Jin, Jin, Xiaoyong, Yu-Xiang Wang +3 · 3 citations
Computer Science · Mathematics · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 epidemiological studies #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing
2020/02/14 by Xiyou Zhou, Zhou, Xiyou, Zhiyu Chen +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- You May Not Need Order in Time Series Forecasting
2019/10/21 by Yunkai Zhang, Qiao Jiang, Zhang, Yunkai +9 · 1 citation
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Topic Modeling #Stock Market Forecasting Methods