Zixu Wang

Refinement complexity in automotive requirements is driven more by architectural scope than by linguistic verbosity, revealing critical insights for improving product development efficiency.

SelPE achieves high-fidelity structured text synthesis under strict privacy constraints, outperforming traditional methods in low-data environments.

CLIP can now understand "no dog" without any fine-tuning, thanks to a plug-and-play module that disentangles negated semantics and penalizes false positive matches.