Publications

(2026). PerturbODE: Interpretable Neural ODEs for Gene Regulatory Network Discovery under Perturbations. ICML 2026.

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(2026). The New York Genome Center ALS Consortium resource integrates postmortem tissue transcriptomics and whole genome sequencing to empower biological discovery. medRxiv.

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(2024). CellFlows: Inferring Splicing Kinetics from Latent and Mechanistic Cellular Dynamics. In ICML'24 Workshop ML for Life and Material Science.

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(2022). A comprehensive benchmarking of WGS-based deletion structural variant callers. Briefings in Bioinformatics.

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(2020). Benchmarking of computational error-correction methods for next-generation sequencing data. Genome Biology.

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(2017). A mobile application for fine dust monitoring system. 2017 18th IEEE International Conference on Mobile Data Management (MDM).

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