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qitianwu authored Nov 24, 2022
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# GraphOOD-EERM

Codes and datasets for ICLR2022 paper [Handling Distribution Shifts on Graphs: An Invariance Perspective](https://arxiv.org/abs/2202.02466).
Codes and datasets for ICLR2022 paper [Handling Distribution Shifts on Graphs: An Invariance Perspective](https://arxiv.org/abs/2202.02466). For tutorial on this work, one can read this Chinese [Blog](https://zhuanlan.zhihu.com/p/580112987). We will release an English version soon.

This work focuses on distribution shifts on graph data, especially node-level prediction tasks (i.e., samples have inter-dependence induced by a large graph), and proposes a new approach ***Explore-to-Extrapolate Risk Minimization (EERM)*** for out-of-distribution generalization.

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