Predicting human-gain curves under local proxy optimization from repeated ratings
NeurIPSSpotlight (Top 1.3%)To appear
Publications
* Equal contribution.
Google Scholar ↗16 papers and preprints
2026
Rare variant effect estimation and polygenic risk prediction
Nature Genetics
Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseases
Nature Communications
ENCODE guided WGS analysis can identify trait-associated regulatory regions driven by rare variants
BMC Genomics(Accepted)
Scalable context-dependent single-cell eQTL mapping reveals disease-relevant regulatory variation beyond static models
medRxivPreprint
2025
Scalable and accurate rare variant meta-analysis with Meta-SAIGE
Nature Genetics
Associations between polygenic risk score for blood pressure and risk of hypertension in Northeast Asian individuals
Journal of the American Heart Association
A large-scale genome-wide study of gene-sleep duration interactions for blood pressure in 811,405 individuals from diverse populations
Molecular Psychiatry
2023
Investigation of genetic variants and causal biomarkers associated with brain aging
Scientific Reports
Uncovering associations between pre-existing conditions and COVID-19 Severity: A polygenic risk score approach across three large biobanks
PLOS Genetics
Boosting the power of GWAS within and across ancestries using polygenic scores
Nature Genetics
2022
Genome-wide study on 72,298 individuals in Korean biobank data for 76 traits
Cell Genomics
Incorporating family disease history and controlling case–control imbalance for population-based genetic association studies
Bioinformatics
Meta-analysis fine-mapping is often miscalibrated at single-variant resolution
Cell Genomics
Global Biobank Meta-analysis Initiative: Powering genetic discovery across human disease
Cell Genomics
2020
Real-time mask detection on Google edge TPU
arXivPreprint