Search Results for author: Jiqian Yang

Found 3 papers, 0 papers with code

Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform

no code implementations13 Mar 2024 Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen

Through this gateway, users have the opportunity to submit their questions, testing the models on a personalized and potentially broader range of capabilities.

Language Modelling Large Language Model

ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis

no code implementations3 Mar 2024 Mingyue Cheng, Jiqian Yang, Tingyue Pan, Qi Liu, Zhi Li

This paper introduces ConvTimeNet, a novel deep hierarchical fully convolutional network designed to serve as a general-purpose model for time series analysis.

Time Series Time Series Forecasting

Generative Pretrained Hierarchical Transformer for Time Series Forecasting

no code implementations26 Feb 2024 Zhiding Liu, Jiqian Yang, Mingyue Cheng, Yucong Luo, Zhi Li

Secondly, the one-step generation schema is widely followed, which necessitates a customized forecasting head and overlooks the temporal dependencies in the output series, and also leads to increased training costs under different horizon length settings.

Few-Shot Learning Time Series +1

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