One paper published in Nature Communications (2024).
Released PosterGen tool in August 2025.
Led a survey titled 'Agentic Science: Autonomous Scientific Discovery'.
First/co-first author on multiple papers focusing on de novo peptide sequencing, biological sequence generation, evidence-sensitive reasoning, and time-series AI agents.