Open yqtianust opened 3 years ago
@INPROCEEDINGS {9402057, author = {J. M. Zhang and M. Harman}, booktitle = {2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE)}, title = {"Ignorance and Prejudice" in Software Fairness}, year = {2021}, volume = {}, issn = {}, pages = {1436-1447}, keywords = {measurement;training data;psychology;machine learning;software;software engineering}, doi = {10.1109/ICSE43902.2021.00129}, url = {https://doi.ieeecomputersociety.org/10.1109/ICSE43902.2021.00129}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, month = {may} }
IMGDroid: Detecting Image Loading Defects in Android ApplicationsArtifact ReusableTechnical TrackArtifact Available Wei Song, Mengqi Han, Jeff Huang
Graph-based Fuzz Testing for Deep Learning Inference EnginesTechnical Track Weisi Luo, Xiaoyue Run, Dong Chai, Jiang Wang, Chunrong Fang, Zhenyu Chen
Distribution-Aware Testing of Neural Networks Using Generative ModelsArtifact ReusableTechnical TrackArtifact Available Swaroopa Dola, Matthew B Dwyer, Mary Lou Soffa
DeepLocalize: Fault Localization for Deep Neural NetworksTechnical Track Mohammad Wardat, Wei Le, Hridesh Rajan
DeepBackdoor: Black-box Backdoor Attack on Deep Learning Models through Neural Payload InjectionTechnical Track Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu
Automatic Unit Test Generation for Machine Learning Libraries: How Far Are We?Technical Track Song Wang, Nishtha Shrestha, Abarna Kucheri Subburaman, Junjie Wang, Moshi Wei, Nachiappan Nagappan
Are Machine Learning Cloud APIs Used Correctly?Artifact ReusableTechnical Track Chengcheng Wan, Shicheng Liu, Henry Hoffmann, Michael Maire, Shan Lu
An Empirical Study of Refactorings and Technical Debt in Machine Learning SystemsTechnical Track Yiming Tang, Raffi Khatchadourian, Mehdi Bagherzadeh, Rhia Singh, Ajani Stewart, Anita Raja
An Empirical Study on Deployment Faults of Deep Learning Based Mobile ApplicationsTechnical Track Zhenpeng Chen, Huihan Yao, Yiling Lou, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Xuanzhe Liu
AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair SystemTechnical Track Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen
"Ignorance and Prejudice" in Software FairnessTechnical Track Jie M. Zhang, Mark Harman
Test Selection for Deep Learning Systems https://orbilu.uni.lu/handle/10993/44550
https://conf.researchr.org/track/icse-2021/icse-2021-papers#event-overview