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The Graphical User Interface (GUI) is how users interact with mobile apps.
XML Path Language (XPath)
Accessed: 2024h · 1999
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Record and replay for Android: are we there yet in industrial cases?. In Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, ESEC/FSE 2017, Paderborn, Germany, September 4-8, 2017 , Eric Bodden, Wilhelm Schäfer, Arie van Deursen, and Andrea Zisman (Eds.). ACM, 854–859
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Guided, stochastic model-based GUI testing of Android apps. In Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, ESEC/FSE 2017, Paderborn, Germany, September 4-8, 2017 , Eric Bodden, Wilhelm Schäfer, Arie van Deursen, and Andrea Zisman (Eds.). ACM, 245–256
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AppFlow: using machine learning to synthesize robust, reusable UI tests. In Proc. of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE . ACM, 269–282
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Practical GUI testing of Android applications via model abstraction and refinement. In Proc. of the 41st International Conference on Software Engineering, ICSE . IEEE / ACM, 269–280
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Test Transfer Across Mobile Apps Through Semantic Mapping. In Proc. of the 34th IEEE/ACM International Conference on Automated Software Engineering, ASE . IEEE, 42–53
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual , Hugo Larochelle, Marc’Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, and Hsuan-Tien Lin (Eds.)
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Learning Transferable Visual Models From Natural Language Supervision. In Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event , Marina Meila and Tong Zhang (Eds.). PMLR, 8748–8763
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Topic-Aware Multi-turn Dialogue Modeling. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021 . AAAI Press, 14176–14184
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Appaction: Automatic GUI Interaction for Mobile Apps via Holistic Widget Perception. In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023 , Satish Chandra, Kelly Blincoe, and Paolo Tonella (Eds.). ACM, 1786–1797
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Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, and Pascale Fung. 2023 · 2023
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Fill in the Blank: Context-aware Automated Text Input Generation for Mobile GUI Testing. In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023 . IEEE, 1355–1367
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AppAgent: Multimodal Agents as Smartphone Users
Chi Zhang, Zhao Yang, Jiaxuan Liu, Yucheng Han, Xin Chen, Zebiao Huang, Bin Fu, and Gang Yu. 2023 · 2023
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Comprehensive Semantic Repair of Obsolete GUI Test Scripts for Mobile Applications. In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14-20, 2024 . ACM, 90:1–90:13
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Prompting Is All You Need: Automated Android Bug Replay with Large Language Models. In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14-20, 2024 . ACM, 67:1–67:13
Sidong Feng and Chunyang Chen. 2024 · 2024
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OpenAI. 2023 · 2023
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Empowering LLM to use Smartphone for Intelligent Task Automation
Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, and Yunxin Liu. 2023a · 2023
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DroidBot-GPT: GPT-powered UI Automation for Android
Hao Wen, Hongming Wang, Jiaxuan Liu, and Yuanchun Li. 2023b · 2023
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An Empirical Study of Functional Bugs in Android Apps. In Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2023, Seattle, WA, USA, July 17-21, 2023 , René Just and Gordon Fraser (Eds.). ACM, 1319–1331
Yiheng Xiong, Mengqian Xu, Ting Su, Jingling Sun, Jue Wang, He Wen, Geguang Pu, Jifeng He, and Zhendong Su. 2023 · 2023
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GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation
An Yan, Zhengyuan Yang, Wanrong Zhu, Kevin Lin, Linjie Li, Jianfeng Wang, Jianwei Yang, Yiwu Zhong, Julian J. McAuley, Jianfeng Gao, Zicheng Liu, and Lijuan Wang. 2023 · 2023
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Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
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Android Debug Bridge (adb)
Accessed: 2024a
Cited in the paper.
Hello GPT-4o
Accessed: 2024b
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Layouts in Views
Accessed: 2024c
Cited in the paper.
Wenbo Hu, Yifan Xu, Yi Li, Weiyue Li, Zeyuan Chen, and Zhuowen Tu. 2024 · 2024
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Visual Hallucinations of Multi-modal Large Language Models
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Lost in the Middle: How Language Models Use Long Contexts
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Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions. In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14-20, 2024 . ACM, 100:1–100:13
Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Xing Che, Dandan Wang, and Qing Wang. 2024a · 2024
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Vision-driven Automated Mobile GUI Testing via Multimodal Large Language Model
Zhe Liu, Cheng Li, Chunyang Chen, Junjie Wang, Boyu Wu, Yawen Wang, Jun Hu, and Qing Wang. 2024b · 2024
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Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Junyang Wang, Haiyang Xu, Jiabo Ye, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, and Jitao Sang. 2024 · 2024
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