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Xurui Jin

2 accepted papers

2023

Multi-level Protein Structure Pre-training via Prompt Learning

ICLR 2023poster

A protein can focus on different structure levels to implement its functions. Each structure has its own merit and driving forces in describing some specific characteristics, and they cannot replace each other. Most existing function prediction methods take the tertiary structure as input, unintenti…

Cited by 45SourcePDFScholar
2023

Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching

ICML 2023poster

The success of graph neural networks (GNNs) provokes the question about explainability: ``Which fraction of the input graph is the most determinant of the prediction?'' Particularly, parametric explainers prevail in existing approaches because of their more robust capability to decipher the black-bo…