Juncai He

MgNet: A unified framework of multigrid and convolutional neural network

Juncai He, Jinchao Xu · Science China Mathematics · 2019 · 122 citations · Full text

Computing, Computer Science, Computer Vision +7

ReLU deep neural networks from the hierarchical basis perspective

Juncai He, Lin Li, Jinchao Xu · Computers & Mathematics with Applications · 2022 · 31 citations · Full text

Computing, Computer Science, Computer Vision +12

An interpretive constrained linear model for ResNet and MgNet

Juncai He, Jinchao Xu, Lian Zhang et al. · Neural Networks · 2023 · 21 citations · Full text

Computing, Computer Science, Information Technology +12

Approximation properties of deep ReLU CNNs

Juncai He, Lin Li, Jinchao Xu · Research in the Mathematical Sciences · 2022 · 18 citations · Full text

Computing, Computer Science, Computer Vision +13

AceGPT, Localizing Large Language Models in Arabic

Huang Huang, Fei Yu, Jianqing Zhu et al. · 2024 · 17 citations · Full text

Computing, Arabic, Linguistics +10