Presentations

Selected research presentations, posters, and review slides.

Conference Presentations

AI-generated illustration of regulatory gene combinations branching into different cell fates
Cell Fate Decisions

KDD 2025 · Poster
July 2025

Learnable global subset explanations for identifying combinatorial regulatory genes involved in cell-fate decisions.

Poster · Paper · Code

View the Cell Fate Decisions poster
AI-generated illustration of alternative paths through a regulatory gene network
Regulatory Redundancy

ACML 2024 · Oral & Poster
December 2024

Learnable global subset perturbations for studying redundancy in transcriptional regulation.

Slides · Poster · Paper · Code

View the Regulatory Redundancy slides

Survey Slides

AI-generated illustration of a DNA sequence transforming into tokens and embedding dots
Genomics Language Models

Survey Slides
April 2025

An overview of language-model approaches for genomic sequences and their applications.

Slides

View the Genomics Language Models slides