Author

Swee Hong Ng

Tsinghua UniversityORCID 0009-0008-3939-7013Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Research Focus:metabolism & bioenergetics· 1 Research Focus:protein structure prediction· 1

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Haipeng GongiD· 1 shared Haoyu WangiD· 1 shared Ziyan ZhangiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBiophysics

Haipeng GongORCID

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1 paper

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BiophysicsAdvanced SciencePeer-reviewedOct 18, 2026

qcGEM: a graph-based molecular representation with quantum chemistry awareness

Haoyu Wang, Ziyan Zhang, Swee Hong Ng, Haipeng Gong

qcGEM introduces a quantum-chemistry-aware graph-based molecular representation that improves performance and interpretability in molecule-related tasks.

1 citation

deep learninggraph neural network

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