2 papers
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…