Presentations and talks

2025

Multi-Modal Disentanglement of Spatial Transcriptomics and Histopathology Imaging
Spatially-resolved expression profiling data has revolutionized biological research with multiple emerging clinical applications. …
Multi-Modal Disentanglement of Spatial Transcriptomics and Histopathology Imaging

2024

Characterizing the impacts of dataset imbalance on single-cell data integration
Single-cell transcriptomic data measured across multiple samples and conditions has led to a surge in computational methods for data …
Characterizing the impacts of dataset imbalance on single-cell data integration

2022

A Deep Learning Framework for Estimating Cell-specific Kinetic Rates of RNA Velocity
Existing RNA velocity estimation methods rely on strong assumptions of predefined dynamics and cell-agnostic constant transcriptional …
A Deep Learning Framework for Estimating Cell-specific Kinetic Rates of RNA Velocity