Junqi Gao

Conservative Adaptive Ranking and Screening, Selector-Evaluator Value Assessment, and Dynamic Adaptive Risk-aware Enhancement form CARE-VI, an evidence-regulated target construction framework that preserves the backbone interfaces for critic regression and actor updates.

Forget storing full task-specific models – Auto-FlexSwitch compresses the knowledge into tiny, dynamically assembled task vectors, slashing storage costs without sacrificing accuracy.