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Author

Chun-Bin Gu

2 papers indexed here

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Preprint Sep 2026

Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images

Predicting gene expression from H&E-stained histology images offers a scalable alternative to costly spatial transcriptomics, yet most existing methods operate at the spot level, where signals from multiple cells are aggregated and critical cellular heterogeneity is obscured. Extending this paradigm to single-cell reso...

Zi-Jun Gao, Chun-Bin Gu, Jin-Xi Xiang et al. · 0 citations
Open access Sep 2026

Task-adaptive multimodal molecular representations for structure-sensitive property prediction

CAMF (Chirality- and Activity-cliff-aware Multimodal Framework), a task-adaptive framework that models SSPs through selective integration of complementary molecular evidence, reveals that modality relevance is strongly task-dependent, with descriptors and 3D geometry becoming especially important in non-smooth property...

Shaolong Lin, Si-Long Zhai, Shi-Hang Wang et al. · 0 citations

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