Resume
Academic Achievements
- Paper 'Boltzmann Attention Sampling for Image Analysis with Small Objects' accepted at CVPR 2025
- BiomedParse project published in Nature Methods (2024): a foundation model for joint segmentation, detection, and recognition across nine biomedical imaging modalities; code, model, and a million-scale text-promptable medical image segmentation dataset released
- Paper 'Pareto Optimal Learning for Estimating Large Language Model Errors' accepted at ACL 2024
- Co-authored survey 'Foundation Models for Biomedical Image Segmentation: A Survey' (Preprint, 2024)
- Published 'A Noisy Fractional Brownian Motion Model for Multiscale Correlation Analysis of High-Frequency Prices' in Mathematics (2024)
- Gave a talk at the 2024 Joint Statistical Meetings (JSM) on August 5, 2024