Review
2026
Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice
Haotian Si, Junyi Chen, Shuyang Yu et al.
· arXiv.org · 0 citations
We have 3 of 20 papers
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.
Jul 2026
JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles
A benchmark with tab-and-blank interlocking pieces where geometric constraints provide strong local compatibility requirements that, combined with visual content, yield unambiguous ground truth is introduced, establishing scalable geometric reasoning as an open challenge for vision-language models.
Shawn Li, Wei Yang, Jike Zhong et al.
· arXiv.org · 1 citation
#machine learning
May 2026
Can Subgraph Explanations Be Weaponized to Steal Graph Neural Networks?
This work presents the first model extraction attack specifically designed for graph classification under strict black-box constraints, which uses model explanation outputs to guide Monte Carlo edge sensitivity estimation toward decision boundaries, with Hoeffding concentration guarantees on estimation accuracy.
Ojas Nimase, Jia-Te Li, Yuelei Zhao et al.
· arXiv.org · 0 citations