Multi-Patch Prediction: Adapting LLMs for Time Series Representation
Learning

Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning

7 February 2024

Dawei Cheng

Papers citing "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"

7 / 7 papers shown

Title
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction Zian Liu Renjun Jia AI4TS AIFin 40 0 0 05 May 2025
Analyzing Patient Daily Movement Behavior Dynamics Using Two-Stage Encoding Model Jin Cui Alexander Capstick Payam Barnaghi Gregory Scott 44 0 0 14 Feb 2025
LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting Guoqi Yu Yaoming Li Xiaoyu Guo Dayu Wang Zirui Liu Shujun Wang Tong Yang AI4TS 38 0 0 22 Oct 2024
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 110 67 0 19 Jun 2023
Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures T. Zhang Yizhuo Zhang Wei Cao Jiang Bian Xiaohan Yi Shun Zheng Jian Li BDL AI4TS 95 145 0 04 Jul 2022
Revealing the Dark Secrets of Masked Image Modeling Zhenda Xie Zigang Geng Jingcheng Hu Zheng-Wei Zhang Han Hu Yue Cao VLM 186 105 0 26 May 2022
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven C. H. Hoi AI4TS 111 391 0 03 Feb 2022