271 citations · 583 across the 29 of their papers we have counts for
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cs.LG2021★ 10 cited
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach
Qitian Wu, Chenxiao Yang, Junchi Yan
We target open-world feature extrapolation problem where the feature space of input data goes through expansion and a model trained on partially observed features needs to handle n…
cs.LG2021★ 49 cited
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks
Hengrui Zhang, Qitian Wu, Junchi Yan +2
We introduce a conceptually simple yet effective model for self-supervised representation learning with graph data. It follows the previous methods that generate two views of an in…