7 citations · 20 across the 9 of their papers we have counts for
4 papers · 1 filter
BCN: Batch Channel Normalization for Image Classification
Afifa Khaled, Chao Li, Jia Ning +1
Normalization techniques have been widely used in the field of deep learning due to their capability of enabling higher learning rates and are less careful in initialization. Howev…
Long-range Meta-path Search on Large-scale Heterogeneous Graphs
Chao Li, Zijie Guo, Qiuting He +2
Utilizing long-range dependency, a concept extensively studied in homogeneous graphs, remains underexplored in heterogeneous graphs, especially on large ones, posing two significan…
Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information Networks
Chao Li, Hao Xu, Kun He
Meta-structures are widely used to define which subset of neighbors to aggregate information in heterogeneous information networks (HINs). In this work, we investigate existing met…
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels
Qi Chen, Chao Li, Jia Ning +2
In convolutional neural networks, the convolutions are conventionally performed using a square kernel with a fixed N N receptive field (RF). However, what matters most to…