Search Results for author: MingChuan Yang

Found 3 papers, 2 papers with code

Nearest Neighbor Classifier with Margin Penalty for Active Learning

1 code implementation17 Mar 2022 Yuan Cao, Zhiqiao Gao, Jie Hu, MingChuan Yang, Jinpeng Chen

As a result, informative samples in the margin area can not be discovered and AL performance are damaged.

Active Learning

Adaptive Graph Diffusion Networks

1 code implementation30 Dec 2020 Chuxiong Sun, Jie Hu, Hongming Gu, Jinpeng Chen, MingChuan Yang

Until the date of submission (Aug 26, 2022), AGDNs achieve top-1 performance on the ogbn-arxiv, ogbn-proteins and ogbl-ddi datasets and top-3 performance on the ogbl-citation2 dataset.

Link Prediction Node Classification +1

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