Search Results for author: Wenlai Zhao

Found 4 papers, 2 papers with code

A Joint Time-frequency Domain Transformer for Multivariate Time Series Forecasting

1 code implementation24 May 2023 Yushu Chen, Shengzhuo Liu, Jinzhe Yang, Hao Jing, Wenlai Zhao, Guangwen Yang

In order to enhance the performance of Transformer models for long-term multivariate forecasting while minimizing computational demands, this paper introduces the Joint Time-Frequency Domain Transformer (JTFT).

Multivariate Time Series Forecasting Time Series

swCaffe: a Parallel Framework for Accelerating Deep Learning Applications on Sunway TaihuLight

no code implementations16 Mar 2019 Jiarui Fang, Liandeng Li, Haohuan Fu, Jinlei Jiang, Wenlai Zhao, Conghui He, Xin You, Guangwen Yang

Second, we propose a set of optimization strategies for redesigning a variety of neural network layers based on Caffe.

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