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Chunyang Chen

Faculty of Information Technology, Monash University, Australia

Automated Query Reformulation for Efficient Search based on Query Logs From Stack Overflow


Feb 10, 2021
Kaibo Cao, Chunyang Chen, Sebastian Baltes, Christoph Treude, Xiang Chen

* 13 pages, 6 figures, accepted in ICSE'21: 43rd IEEE/ACM International Conference on Software Engineering 

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Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps


Feb 04, 2021
Yujin Huang, Han Hu, Chunyang Chen

* Accepted to the 43rd International Conference on Software Engineering, Software Engineering in Practice Track. This is a preprint version, the copyright belongs to The Institute of Electrical and Electronics Engineers 

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GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks


Jan 27, 2021
Tianming Zhao, Chunyang Chen, Yuanning Liu, Xiaodong Zhu

* 13 pages, 10 figures, accepted for publication at ICSE2021 Technical Track 

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DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection


Jan 18, 2021
Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu

* ICSE 2021 

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Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?


Sep 07, 2020
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li

* 13 pages, accepted to ESEC/FSE '20 

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Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning


Mar 01, 2020
Jieshan Chen, Chunyang Chen, Zhenchang Xing, Xiwei Xu, Liming Zhu, Guoqiang Li, Jinshui Wang

* Accepted to 42nd International Conference on Software Engineering 

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DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems


Aug 14, 2018
Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Chunyang Chen, Ting Su, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang

* DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems. In Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE 18), September 3-7, 2018, Montpellier, France 
* The 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018) 

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