Author

Ying-Zi Jin

h-index 1 View on Semantic Scholar

We have 3 of 5 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.

Preprint Sep 2026

DIBench: Benchmarking Decision Integrity of GUI-based Mobile Agents Under Deceptive Injections

As GUI-based mobile agents rapidly progress, rigorous safety evaluation of their autonomous decision-making in realistic app interfaces becomes increasingly critical. Existing benchmarks mainly focus on execution-level anomalies using task success or hijack rates, but fail to capture the in-task goal deviation risk in...

Li Hu, Kang-Hua Mo, Ying-Zi Jin et al. · 0 citations

#artificial intelligence Preprint Oct 2026

ParanoiaEval: Benchmarking Unnecessary Defensive Work in Agentic Coding

As coding agents increasingly undertake real-world work autonomously, judging whether their risk treatments are warranted has become important. Existing work evaluates related agent behaviors from separate perspectives, but lacks a systematic framework for unifying these behaviors. To bridge this gap, we introduce Para...

Han-Jun Luo, Xiu-Cheng Zhang, Zhuo-Ning Xu et al. · 0 citations

Preprint Aug 2026

MasDrift: Benchmarking Authorization Preservation Across Multi-Agent Architectures

MasDrift exposes a centralization tradeoff and makes authorization preservation a measurable property of MAS design, and a heterogeneous case study confirms that the failure follows from coordination rather than model strength.

Zhuo-Ning Xu, Xiu-Cheng Zhang, Han-Jun Luo et al. · 2 citations