2 papers
stat.ML2026
Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference
Shengxian Ding, Haonan Gao, Pangpang Liu +2
Electronic health records (EHR) pose large-scale multi-disease modeling problems in which many outcomes are rare and strongly influenced by shared risk factors. While modern approa…
cs.SE2026
Workflow Closure Is Not Scientific Closure in Auto-Research Systems
Shuai Wang, Xinyuan Tian, Pangpang Liu +1
This paper argues that workflow closure is not scientific closure in auto-research systems. Current systems can increasingly complete research-like loops internally, moving from id…