2 papers
cs.LG2026
Hierarchical Dual-Strategy Unlearning for Biomedical and Healthcare Intelligence Using Imperfect and Privacy-Sensitive Medical Data
Yi Zhang, Chao Zhang, Zijian Li +7
Large language models (LLMs) exhibit exceptional performance but pose substantial privacy risks due to training data memorization, particularly within healthcare contexts involving…
q-bio.PE2025
Tree Thinking in the Genomic Era: Unifying Models Across Cells, Populations, and Species
Yun Deng, Shing H. Zhan, Yulin Zhang +2
The ongoing explosion of genome sequence data is transforming how we reconstruct and understand the histories of biological systems. Across biological scales, from individual cells…