CADM: Confusion Model-Based Detection Method for Real-Drift in Chunk Data Stream. - Songqiao Hu; Zeyi Liu 001; Xiao He 001 (S-CUBE, 2022)

Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques. - Zeyi Liu 001; Songqiao Hu; Xiao He 001 (SAFEPROCESS, 2023)

Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety Assessment. - Songqiao Hu; Zeyi Liu 001; Xiao He 001 (CoRR, 2025)

CoIn-SafeLink: Safety-critical Control With Cost-sensitive Incremental Random Vector Functional Link Network. - Songqiao Hu; Zeyi Liu; Xiao He; Zhen Shen (CoRR, 2025)

CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment. - Songqiao Hu; Zeyi Liu 001; Minyue Li; Xiao He 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Lite-RVFL: A Lightweight Random Vector Functional-Link Neural Network for Learning Under Concept Drift. - Songqiao Hu; Zeyi Liu; Xiao He (CoRR, 2025)

Awesome-OL: An Extensible Toolkit for Online Learning. - Zeyi Liu 001; Songqiao Hu; Pengyu Han; Jiaming Liu; Xiao He 001 (CoRR, 2025)