3 papers
stat.ML2026
Sparse Identification for Automatic Large-Scale Screening: A Constraint-Aware Framework with Ultra Fast Decoding Algorithm
Jianing Li, Li Chai, Yingcheng Lai
In the early stages of a pandemic, identification of a small number of infected individuals through large-scale screening is critical for pandemic control, yet remains challenging…
eess.SP2026
Robust Recovery of Sparse Support in Constrained Group Testing
Jianing Li, Li Chai, Xinyao Rao +1
In the early stage of a pandemic, rapidly identifying a small number of infected individuals through large-scale screening is critical for pandemic control. Group testing has been…
eess.SP2026
Graph-Aware Group Testing with Locally Clustered Infections
Jianing Li, Li Chai, Hailin Zhang
Group testing has been widely used to identify infected individuals with a limited number of tests, typically under the assumption of independent infections. Recent studies have ex…