2 papers
q-bio.QM2026
Mamba-SSM with LLM Reasoning for Feature Selection: Faithfulness-Aware Biomarker Discovery
Pushpa Kumar Balan, Aijing Feng
Gradient saliency from deep sequence models surfaces candidate biomarkers efficiently, but the resulting gene lists can be contaminated by tissue-composition confounders that degra…
cs.LG2025
Physical Consistency of Aurora's Encoder: A Quantitative Study
Benjamin Richards, Pushpa Kumar Balan
The high accuracy of large-scale weather forecasting models like Aurora is often accompanied by a lack of transparency, as their internal representations remain largely opaque. Thi…