3 papers
cs.AI2026
Multi-Granular Rationale-Guided Molecular LLM for Property Prediction
Junwoo Park, Minyoung Shin, Cheol Soon Lee +1
Large language models (LLMs) are widely applied across chemical tasks, such as molecular property prediction, which underpins drug discovery. Molecular LLMs represent a molecule th…
cs.CV2026
BEM: Training-Free Background Embedding Memory for False-Positive Suppression in Real-Time Fixed-Background Camera
Junwoo Park, Jangho Lee, Sunho Lim
Pretrained detectors perform well on benchmarks but often suffer performance degradation in real-world deployments due to distribution gaps between training data and target environ…
cond-mat.soft2023
Quantitative evaluation of methods to analyze motion changes in single-particle experiments
Gorka Muñoz-Gil, Harshith Bachimanchi, Jesús Pineda +33
The analysis of live-cell single-molecule imaging experiments can reveal valuable information about the heterogeneity of transport processes and interactions between cell component…