no code implementations • 6 Sep 2023 • Sichao Fu, Qinmu Peng, Yang He, Baokun Du, Xinge You
In recent years, graph neural networks (GNN) have achieved significant developments in a variety of graph analytical tasks.
no code implementations • 27 Mar 2023 • Wenhao Qiu, Sichao Fu, Jingyi Zhang, Chengxiang Lei, Qinmu Peng
And then, a text encoder is introduced to automatically generate the corresponding semantic (text) labels for each image from the base classes.
Ranked #1 on Few-Shot Class-Incremental Learning on CUB-200-2011
no code implementations • 16 Feb 2023 • Chengxiang Lei, Sichao Fu, Yuetian Wang, Wenhao Qiu, Yachen Hu, Qinmu Peng, Xinge You
Some recent methods have been proposed to reconstruct the missing node features by the information propagation among nodes with known and unknown attributes.