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message: "If you use Orienter, please cite the accompanying paper."
title: "Orienter: Context-Sensitive GUI Grounding for Automated XR Testing"
type: software
authors:
- family-names: Li
given-names: Shuqing
orcid: "https://orcid.org/0000-0001-6323-1402"
- family-names: Li
given-names: Binchang
orcid: "https://orcid.org/0009-0008-5995-4040"
- family-names: Liu
given-names: Yepang
orcid: "https://orcid.org/0000-0001-8147-8126"
- family-names: Gao
given-names: Cuiyun
orcid: "https://orcid.org/0000-0003-4774-2434"
- family-names: Zhang
given-names: Jianping
orcid: "https://orcid.org/0009-0005-5978-8888"
- family-names: Cheung
given-names: Shing-Chi
orcid: "https://orcid.org/0000-0002-3508-7172"
- family-names: Lyu
given-names: Michael R.
orcid: "https://orcid.org/0000-0002-3666-5798"
abstract: >-
Orienter grounds context-sensitive, user-interactable GUI elements in
extended-reality screenshots for automated XR testing.
keywords:
- extended reality
- GUI grounding
- software testing
- vision-language models
preferred-citation:
type: article
title: "Look Before You Leap: Context-Sensitive GUI Grounding for Boosting Automated Extended Reality (XR) Testing"
authors:
- family-names: Li
given-names: Shuqing
orcid: "https://orcid.org/0000-0001-6323-1402"
- family-names: Li
given-names: Binchang
orcid: "https://orcid.org/0009-0008-5995-4040"
- family-names: Liu
given-names: Yepang
orcid: "https://orcid.org/0000-0001-8147-8126"
- family-names: Gao
given-names: Cuiyun
orcid: "https://orcid.org/0000-0003-4774-2434"
- family-names: Zhang
given-names: Jianping
orcid: "https://orcid.org/0009-0005-5978-8888"
- family-names: Cheung
given-names: Shing-Chi
orcid: "https://orcid.org/0000-0002-3508-7172"
- family-names: Lyu
given-names: Michael R.
orcid: "https://orcid.org/0000-0002-3666-5798"
journal: "Proceedings of the ACM on Software Engineering"
volume: 3
issue: FSE
number: FSE127
start: 2858
end: 2881
month: 6
year: 2026
doi: "10.1145/3808134"
url: "https://doi.org/10.1145/3808134"
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