Author

Shan-Ping Li

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#reinforcement learning Aug 2026

Answer Is Cheap, Show Me the Evidence! Augmenting Automated Vulnerability Assessment with Evidence

Software vulnerability (SV) assessment helps prioritize remediation by characterizing reported vulnerabilities. Existing automated methods predict assessment results from SV reports (SVRs), but often overlook information in rich text, such as screenshots and code snippets, as well as contextual information about vulner...

Shengyi Pan, Zelong Zheng, Jia-Yuan Zhou et al. · Proceedings of the ACM on so... · 0 citations

Preprint Sep 2026

Unleashing the Power of Equality Saturation for Tensor Program Superoptimization

Efficient GPU implementations of tensor programs often require joint optimization of high-level algebraic formulations and low-level execution strategies. However, the resulting search space grows rapidly as transformations combine across operators, making joint optimization difficult to scale. We present EqiForge, a t...

Qi Zhan, Xing Hu, Xin Xia et al. · 0 citations