Qingsong Li

DCAF: Unifying Data Validity, Evaluation Validity and Predictive Modeling for Single-cell Perturbation Simulation

DCAF improves single-cell perturbation simulation by addressing data, evaluation, and model validity, outperforming baselines in generalization and recapitulating regulatory heterogeneity in mouse brain.

DynPerturb:Dynamic Perturbation Modeling for Spatiotemporal Single-Cell Systems

DynPerturb models spatiotemporal perturbation dynamics in single-cell and spatial transcriptomics, outperforming existing methods in regulatory link prediction and uncovering dynamic regulatory rewiring in biological systems.

Rolling 2D Bioelectronic film into 1D: a Suturable Long-term Implantable Soft Microfiber

The paper describes a method to roll 2D bioelectronic films into 1D microfibers for long-term implantable monitoring in rats, showing negligible fibroblast encapsulation after 13 months.