3 papers
cs.CR2026
RAGScope: A Leakage-Controlled, Cost-Aware Evidence-Gating Protocol for RAG Hallucination Triage
Zeming Liu, Qibai Chen, Jingtao Zhang +1
Retrieval-augmented generation (RAG) systems need inexpensive ways to route generated answers: accept low-risk outputs, review uncertain ones, and reserve strong verifiers for the…
cs.SE2026
FaultLens: Learning Compact Behavioral Test Suites for Generated Operational Programs
Zeming Liu, Hang Lyu, Jingtao Zhang
Generated operational programs are often validated with either a few hand-written examples or exhaustive regression suites. The former can miss sparse boundary and interaction faul…
cs.CV2026
Scale-Separated Conditioning for Style-Encoder-Free Diffusion Stylization
Jingtao Zhang, Haorui Gao, Youqing Liang +1
Reference-based diffusion stylization requires separating target geometry from transferable appearance. Existing tuning-based methods often rely on aligned content-style-target tri…