Current Appointments & Affiliations
Recent Publications
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation
Preprint · January 12, 2025 Link to item CiteHierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
Conference Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) · January 1, 2025 A central problem in biology is to understand how organisms evolve and adapt to their environment by acquiring variations in the observable characteristics or traits of species across the tree of life. With the growing availability of large-scale image rep ... Full text CiteRecent Grants
HDR Institute: Imageomics: A new frontier of biological information powered by knowledge-guided machine learning
ResearchPrincipal Investigator · Awarded by Ohio State University · 2021 - 2026Collaborative Research: ABI Innovation: Enabling machine-actionable semantics for comparative analyses of trait evolution
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2017 - 2023HARDAC-M: Enabling memory-intensive computation for genomics
EquipmentPrincipal Investigator · Awarded by North Carolina Biotechnology Center · 2020 - 2021View All Grants