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

Aug 12, 2020
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu

* 13 pages, accepted to ESEC/FSE '20 

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A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective

Jul 27, 2020
Sin Kit Lo, Qinghua Lu, Chen Wang, Hye-Young Paik, Liming Zhu

* Submitted to ACM CSUR on 27 Jul 2020 

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MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation

Jul 07, 2020
Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu


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Trust in Recommender Systems: A Deep Learning Perspective

Apr 08, 2020
Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu


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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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The Vulnerabilities of Graph Convolutional Networks: Stronger Attacks and Defensive Techniques

Mar 08, 2019
Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Dotcherty, Kai Lu, Liming Zhu


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Interpreting Shared Deep Learning Models via Explicable Boundary Trees

Sep 12, 2017
Huijun Wu, Chen Wang, Jie Yin, Kai Lu, Liming Zhu

* 9 pages, 10 figures 

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