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Pengzhi Gao | Lattice

Pengzhi Gao

Xiaomi AI Lab

Papers on Lattice

1

Total citations

5

Topics

3

h-index

4

Research focus

Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

Frequent co-authors

Guohong Liu (1)Jialei Ye (1)Jiacheng Liu (1)Yuanchun Li (1)

Papers (1)

Jul 6, 2025

Tsinghua AIJul 6, 2025·also MiLM Plus, UESTC, Xiaomi AI Lab

Mobile GUI Agents under Real-world Threats: Are We There Yet?

Mobile GUI agents, despite benchmark successes, stumble badly when faced with the messy reality of third-party content, failing almost half the time.

Guohong Liu, Jialei Ye, Jiacheng Liu +55

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness Tool Use & Agents

Wei Liu (1)