4 papers
Auditing Retrieval-Augmented LLM Hypotheses for Longitudinal Cell Painting Morphology
Gilchan Park, Guang Zhao, Byung-Jun Yoon +1
High-content morphological profiling (Cell Painting) yields sensitive, high-dimensional signatures of cellular state, but translating longitudinal morphology trajectories into inte…
Process-Reward Tactic Evolution for Long-Horizon Bioinformatics Workflows
Lingzhi Yang, Yubo Fan, Song Wu +1
LLM agents can write code and call tools, but reliable bioinformatics work requires long-horizon interaction with workflow software, typed data objects, provenance, and biological…
Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis
Sanket Jantre, Tianle Wang, Gilchan Park +5
Identification of protein-protein interactions (PPIs) helps derive cellular mechanistic understanding, particularly in the context of complex conditions such as neurodegenerative d…
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features
Gilchan Park, Paul Baity, Byung-Jun Yoon +1
Quantum computing is rapidly evolving in both physics and computer science, offering the potential to solve complex problems and accelerate computational processes. The development…