Author

Wen-Guan Wang

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#machine learning Preprint Sep 2026

Generalizable single-cell perturbation response prediction using energy-guided flow matching

Predicting phenotypic and transcriptional responses to perturbations at single-cell resolution provides a powerful tool for probing biological systems. However, existing methods typically rely on fixed mappings learned during training, making it challenging to calibrate distribution shifts or adapt to novel perturbatio...

Jia-Nan Wei, Jia-Jun Hong, Gui-Kun Chen et al. · 0 citations

#machine learning Preprint Sep 2026

A multimodal large language model for evidence-based autism spectrum disorder screening

ASDchat, a multimodal large language model designed for evidence-based ASD screening, which takes video, audio, and dialogue as input, provides a feasible path for large-scale, evidence-based ASD screening in clinical practice.

Jun Chen, Qi Zhao, Yun-Liang Jiang et al. · 0 citations