Author

Yu Nong

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#software testing Preprint Sep 2026

The Data Problem in Software Vulnerability Analysis: Artifacts, Quality, and Consumption

This work investigates the data behind vulnerability analysis through a dataset-centric taxonomy that separates what an artifact is (code, metadata, patches, tests/PoCs, reasoning, traces), how good it is (realism, label evidence, scale, diversity, leakage, availability), and what it is used for.

Yu Nong, Yao Du, Tian-Xiang Xu et al. · 0 citations

Preprint Aug 2026

Neuro-Symbolic Proof-of-Vulnerability Generation with Open-Weight Models

POVGEN, a low-cost neuro-symbolic framework that makes PoV generation cost-effective via semantic focusing and LLM-guided constraint reasoning using open-weight models, and fine-tuned open-weight models match frontier commercial LLMs on key sub-tasks while running locally at no per-sample API cost.

Yu Nong, Haipeng Cai · 0 citations