2 papers
cs.AI2026
bioMoR: Biology-Guided Mixture-of-Recursions for Effective Genomic Learning
Koushik Howlader, Tirtho Roy, Md Tauhidul Islam +1
Transformer models for high-dimensional omics analysis process thousands of genes or pathways, although only a subset requires deep computation. Mixture-of-Recursions (MoR) improve…
cs.LG2026
Graph Transformer-Based Pathway Embedding for Cancer Prognosis
Koushik Howlader, Md Tauhidul Islam, Wei Le
Accurate prediction of cancer progression remains a challenge due to the high heterogeneity of molecular omics data across patients. While biologically informed models have improve…