Minsoo Kim

SEP 5, 2026 · JOURNAL ARTICLE

Senescence-aware filtering facilitates robust prediction of cancer immunotherapy outcomes

npj Digital Medicine

A sound methodological study demonstrating improved prediction accuracy across multiple cancer cohorts using a novel filtering approach, but limited by lack of prospective validation, absence of hard clinical outcomes, and no comparison to established biomarkers.

SEP 4, 2026 · PREPRINT

BeaconKV: Key-Value Cache Compression Guided by Beacon Queries for Efficient Large Reasoning Model Inference

arXiv

A training-free algorithmic method for KV cache compression in reasoning models, demonstrated on benchmarks with reported memory and throughput improvements, but lacking peer review and clinical/clinical-adjacent validation.