Identifying Semantic Component for Robust Molecular Property Prediction
Although graph neural networks have achieved great success in the task of molecular property prediction in recent years, their generalization ability under out-of-distribution (OOD) settings is still under-explored. Most of the existing methods rely on learning discriminative representations for pre...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 13. Aug.
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| 1. Verfasser: |
Li, Zijian
(VerfasserIn) |
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| Weitere Verfasser: |
Xu, Zunhong,
Cai, Ruichu,
Yang, Zhenhui,
Yan, Yuguang,
Hao, Zhifeng,
Chen, Guangyi,
Zhang, Kun |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2025
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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