2 papers
cs.LG2026
When Retain Constraints Conflict: Mitigating Forget-Retain Interference in Tabular Data
Zijie Liu, Jinhao Duan, Bingqi Shang +3
Machine unlearning aims to remove the influence of designated training data while preserving model utility, but its behavior on tabular data remains underexplored. This gap is impo…
cs.LG2026
DrugReason: Dynamic Multi-View Reasoning over Knowledge Graph and Language Evidence for Drug Repurposing
Zijie Liu, Hongxuan Li, Zhen Tan +5
Drug repurposing aims to identify new therapeutic uses for existing compounds and, compared with de novo drug discovery, offers a faster and more cost-effective path to clinical tr…