Commit f90171d0 authored by Alessandra Gorla's avatar Alessandra Gorla
Browse files

added deep-learning.bib for Rafa's survey

parent d99f0b5d
......@@ -7100,6 +7100,16 @@
month = may,
}
@Proceedings{IEEESnP2018,
title = "IEEE S\&P: 2018 IEEE Symposium on Security and
Privacy",
booktitle = "IEEE S\&P: 2018 IEEE Symposium on Security and
Privacy",
year = 2018,
address = "San Francisco, CA, USA",
month = may,
}
@Proceedings{IEEESnP2019,
title = "IEEE S\&P: 2019 IEEE Symposium on Security and
Privacy",
......
@inproceedings{allamanis2016convolutional,
title={A convolutional attention network for extreme summarization of source code},
author={Allamanis, Miltiadis and Peng, Hao and Sutton, Charles},
booktitle={International Conference on Machine Learning},
pages={2091--2100},
year={2016}
}
@article{dam2016deep,
title={A deep language model for software code},
author={Dam, Hoa Khanh and Tran, Truyen and Pham, Trang},
journal={arXiv preprint arXiv:1608.02715},
year={2016}
}
@article{ott2018deep,
title={A Deep Learning Approach to Identifying Source Code in Images and Video},
author={Ott, Jordan and Atchison, Abigail and Harnack, Paul and Bergh, Adrienne and Linstead, Erik},
year={2018}
}
@article{choetkiertikul2018deep,
title={A deep learning model for estimating story points},
author={Choetkiertikul, Morakot and Dam, Hoa Khanh and Tran, Truyen and Pham, Trang Thi Minh and Ghose, Aditya and Menzies, Tim},
journal={IEEE Transactions on Software Engineering},
year={2018},
publisher={IEEE}
}
@inproceedings{lee2017applying,
title={Applying deep learning based automatic bug triager to industrial projects},
author={Lee, Sun-Ro and Heo, Min-Jae and Lee, Chan-Gun and Kim, Milhan and Jeong, Gaeul},
booktitle={Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering},
pages={926--931},
year={2017},
organization={ACM}
}
@inproceedings{hellendoorn2017deep,
title={Are deep neural networks the best choice for modeling source code?},
author={Hellendoorn, Vincent J and Devanbu, Premkumar},
booktitle={Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering},
pages={763--773},
year={2017},
organization={ACM}
}
@article{yin2017syntactic,
title={A syntactic neural model for general-purpose code generation},
author={Yin, Pengcheng and Neubig, Graham},
journal={arXiv preprint arXiv:1704.01696},
year={2017}
}
@inproceedings{wang2016automatically,
title={Automatically learning semantic features for defect prediction},
author={Wang, Song and Liu, Taiyue and Tan, Lin},
booktitle={Software Engineering (ICSE), 2016 IEEE/ACM 38th International Conference on},
pages={297--308},
year={2016},
organization={IEEE}
}
@inproceedings{nguyen2017automatic,
title={Automatic categorization with deep neural network for open-source Java projects},
author={Nguyen, Anh Tuan and Nguyen, Tien N},
booktitle={Software Engineering Companion (ICSE-C), 2017 IEEE/ACM 39th International Conference on},
pages={164--166},
year={2017},
organization={IEEE}
}
@inproceedings{liu2017automatic,
title={Automatic text input generation for mobile testing},
author={Liu, Peng and Zhang, Xiangyu and Pistoia, Marco and Zheng, Yunhui and Marques, Manoel and Zeng, Lingfei},
booktitle={Proceedings of the 39th International Conference on Software Engineering},
pages={643--653},
year={2017},
organization={IEEE Press}
}
@inproceedings{lam2017bug,
title={Bug localization with combination of deep learning and information retrieval},
author={Lam, An Ngoc and Nguyen, Anh Tuan and Nguyen, Hoan Anh and Nguyen, Tien N},
booktitle={Program Comprehension (ICPC), 2017 IEEE/ACM 25th International Conference on},
pages={218--229},
year={2017},
organization={IEEE}
}
@inproceedings{curro2017building,
title={Building usage profiles using deep neural nets},
author={Curro, Domenic and Derpanis, Konstantinos G and Miranskyy, Andriy V},
booktitle={Proceedings of the 39th International Conference on Software Engineering: New Ideas and Emerging Results Track},
pages={43--46},
year={2017},
organization={IEEE Press}
}
@inproceedings{li2017cclearner,
title={CCLearner: A Deep Learning-Based Clone Detection Approach},
author={Li, Liuqing and Feng, He and Zhuang, Wenjie and Meng, Na and Ryder, Barbara},
booktitle={Software Maintenance and Evolution (ICSME), 2017 IEEE International Conference on},
pages={249--260},
year={2017},
organization={IEEE}
}
@inproceedings{raychev2014code,
title={Code completion with statistical language models},
author={Raychev, Veselin and Vechev, Martin and Yahav, Eran},
booktitle={Acm Sigplan Notices},
volume={49},
number={6},
pages={419--428},
year={2014},
organization={ACM}
}
@inproceedings{lam2015combining,
title={Combining deep learning with information retrieval to localize buggy files for bug reports (n)},
author={Lam, An Ngoc and Nguyen, Anh Tuan and Nguyen, Hoan Anh and Nguyen, Tien N},
booktitle={Automated Software Engineering (ASE), 2015 30th IEEE/ACM International Conference on},
pages={476--481},
year={2015},
organization={IEEE}
}
@inproceedings{mou2016convolutional,
title={Convolutional Neural Networks over Tree Structures for Programming Language Processing.},
author={Mou, Lili and Li, Ge and Zhang, Lu and Wang, Tao and Jin, Zhi},
booktitle={AAAI},
volume={2},
number={3},
pages={4},
year={2016}
}
@article{gu2017deepam,
title={DeepAM: Migrate APIs with multi-modal sequence to sequence learning},
author={Gu, Xiaodong and Zhang, Hongyu and Zhang, Dongmei and Kim, Sunghun},
journal={arXiv preprint arXiv:1704.07734},
year={2017}
}
@inproceedings{gu2018deep,
title={Deep code search},
author={Gu, Xiaodong and Zhang, Hongyu and Kim, Sunghun},
booktitle={Proceedings of the 40th International Conference on Software Engineering},
pages={933--944},
year={2018},
organization={ACM}
}
@inproceedings{gupta2017deepfix,
title={DeepFix: Fixing Common C Language Errors by Deep Learning.},
author={Gupta, Rahul and Pal, Soham and Kanade, Aditya and Shevade, Shirish},
booktitle={AAAI},
pages={1345--1351},
year={2017}
}
@inproceedings{yang2015deep,
title={Deep Learning for Just-in-Time Defect Prediction.},
author={Yang, Xinli and Lo, David and Xia, Xin and Zhang, Yun and Sun, Jianling},
booktitle={QRS},
pages={17--26},
year={2015}
}
@inproceedings{tufano2018deep,
title={Deep Learning Similarities from Different Representations of Source Code},
author={Tufano, Michele and Watson, Cody and Bavota, Gabriele and Di Penta, Massimiliano and White, Martin and Poshyvanyk, Denys},
booktitle={International Conference on Mining Software Repositories},
year={2018}
}
@inproceedings{vu2018deep,
title={Deep learning UI design patterns of mobile apps},
author={Vu, Phong Minh and Pham, Hung Viet and Nguyen, Tung Thanh and others},
booktitle={Proceedings of the 40th International Conference on Software Engineering: New Ideas and Emerging Results},
pages={65--68},
year={2018},
organization={ACM}
}
@inproceedings{saxe2015deep,
title={Deep neural network based malware detection using two dimensional binary program features},
author={Saxe, Joshua and Berlin, Konstantin},
booktitle={Malicious and Unwanted Software (MALWARE), 2015 10th International Conference on},
pages={11--20},
year={2015},
organization={IEEE}
}
@inproceedings{dam2016deepsoft,
title={DeepSoft: A vision for a deep model of software},
author={Dam, Hoa Khanh and Tran, Truyen and Grundy, John and Ghose, Aditya},
booktitle={Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering},
pages={944--947},
year={2016},
organization={ACM}
}
@inproceedings{wang2017domain,
title={Domain adaptation for test report classification in crowdsourced testing},
author={Wang, Junjie and Cui, Qiang and Wang, Song and Wang, Qing},
booktitle={Proceedings of the 39th International Conference on Software Engineering: Software Engineering in Practice Track},
pages={83--92},
year={2017},
organization={IEEE Press}
}
@inproceedings{yuan2014droid,
title={Droid-sec: deep learning in android malware detection},
author={Yuan, Zhenlong and Lu, Yongqiang and Wang, Zhaoguo and Xue, Yibo},
booktitle={ACM SIGCOMM Computer Communication Review},
volume={44},
number={4},
pages={371--372},
year={2014},
organization={ACM}
}
@inproceedings{fu2017easy,
title={Easy over hard: A case study on deep learning},
author={Fu, Wei and Menzies, Tim},
booktitle={Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering},
pages={49--60},
year={2017},
organization={ACM}
}
@inproceedings{corley2015exploring,
title={Exploring the use of deep learning for feature location},
author={Corley, Christopher S and Damevski, Kostadin and Kraft, Nicholas A},
booktitle={2015 IEEE International Conference on Software Maintenance and Evolution (ICSME)},
pages={556--560},
year={2015},
organization={IEEE}
}
@inproceedings{chen2014failure,
title={Failure prediction of jobs in compute clouds: A google cluster case study},
author={Chen, Xin and Lu, Charng-Da and Pattabiraman, Karthik},
booktitle={Software Reliability Engineering Workshops (ISSREW), 2014 IEEE International Symposium on},
pages={341--346},
year={2014},
organization={IEEE}
}
@article{zheng2016fault,
title={Fault localization analysis based on deep neural network},
author={Zheng, Wei and Hu, Desheng and Wang, Jing},
journal={Mathematical Problems in Engineering},
volume={2016},
year={2016},
publisher={Hindawi}
}
@inproceedings{chen2018ui,
title={From UI design image to GUI skeleton: a neural machine translator to bootstrap mobile GUI implementation},
author={Chen, Chunyang and Su, Ting and Meng, Guozhu and Xing, Zhenchang and Liu, Yang},
booktitle={Proceedings of the 40th International Conference on Software Engineering},
pages={665--676},
year={2018},
organization={ACM}
}
@inproceedings{liu2016latent,
title={Latent attention for if-then program synthesis},
author={Liu, Chang and Chen, Xinyun and Shin, Eui Chul and Chen, Mingcheng and Song, Dawn},
booktitle={Advances in Neural Information Processing Systems},
pages={4574--4582},
year={2016}
}
@article{ling2016latent,
title={Latent predictor networks for code generation},
author={Ling, Wang and Grefenstette, Edward and Hermann, Karl Moritz and Ko{\v{c}}isk{\`y}, Tom{\'a}{\v{s}} and Senior, Andrew and Wang, Fumin and Blunsom, Phil},
journal={arXiv preprint arXiv:1603.06744},
year={2016}
}
@inproceedings{han2017learning,
title={Learning to predict severity of software vulnerability using only vulnerability description},
author={Han, Zhuobing and Li, Xiaohong and Xing, Zhenchang and Liu, Hongtao and Feng, Zhiyong},
booktitle={2017 IEEE International Conference on Software Maintenance and Evolution (ICSME)},
pages={125--136},
year={2017},
organization={IEEE}
}
@inproceedings{huo2016learning,
title={Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code.},
author={Huo, Xuan and Li, Ming and Zhou, Zhi-Hua},
booktitle={IJCAI},
pages={1606--1612},
year={2016}
}
@article{moran2018machine,
title={Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps},
author={Moran, Kevin and Bernal-C{\'a}rdenas, Carlos and Curcio, Michael and Bonett, Richard and Poshyvanyk, Denys},
journal={arXiv preprint arXiv:1802.02312},
year={2018}
}
@inproceedings{athiwaratkun2017malware,
title={Malware classification with LSTM and GRU language models and a character-level CNN},
author={Athiwaratkun, Ben and Stokes, Jack W},
booktitle={Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on},
pages={2482--2486},
year={2017},
organization={IEEE}
}
@inproceedings{choi2017malware,
title={Malware detection using malware image and deep learning},
author={Choi, Sunoh and Jang, Sungwook and Kim, Youngsoo and Kim, Jonghyun},
booktitle={Information and Communication Technology Convergence (ICTC), 2017 International Conference on},
pages={1193--1195},
year={2017},
organization={IEEE}
}
@inproceedings{huang2016mtnet,
title={MtNet: a multi-task neural network for dynamic malware classification},
author={Huang, Wenyi and Stokes, Jack W},
booktitle={International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment},
pages={399--418},
year={2016},
organization={Springer}
}
@inproceedings{mensah2016multi,
title={Multi-objective optimization for software testing effort estimation},
author={Mensah, Solomon and Keung, Jacky and Bennin, Kwabena Ebo and Bosu, Michael Franklin},
year={2016},
organization={SEKE}
}
@article{locascio2016neural,
title={Neural generation of regular expressions from natural language with minimal domain knowledge},
author={Locascio, Nicholas and Narasimhan, Karthik and DeLeon, Eduardo and Kushman, Nate and Barzilay, Regina},
journal={arXiv preprint arXiv:1608.03000},
year={2016}
}
@article{reed2015neural,
title={Neural programmer-interpreters},
author={Reed, Scott and De Freitas, Nando},
journal={arXiv preprint arXiv:1511.06279},
year={2015}
}
@inproceedings{shu2017neural,
title={Neural Programming by Example.},
author={Shu, Chengxun and Zhang, Hongyu},
booktitle={AAAI},
pages={1539--1545},
year={2017}
}
@article{graves2014neural,
title={Neural turing machines},
author={Graves, Alex and Wayne, Greg and Danihelka, Ivo},
journal={arXiv preprint arXiv:1410.5401},
year={2014}
}
@article{yan2018new,
title={New deep learning method to detect code injection attacks on hybrid applications},
author={Yan, Ruibo and Xiao, Xi and Hu, Guangwu and Peng, Sancheng and Jiang, Yong},
journal={Journal of Systems and Software},
volume={137},
pages={67--77},
year={2018},
publisher={Elsevier}
}
@inproceedings{yin2018learning,
title={Learning to mine parallel natural language/source code corpora from stack overflow},
author={Yin, Pengcheng and Deng, Bowen and Chen, Edgar and Vasilescu, Bogdan and Neubig, Graham},
booktitle={Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings},
pages={388--389},
year={2018},
organization={ACM}
}
@inproceedings{choetkiertikul2018predicting,
title={Predicting components for issue reports using deep learning with information retrieval},
author={Choetkiertikul, Morakot and Dam, Hoa Khanh and Tran, Truyen and Pham, Trang and Ghose, Aditya},
booktitle={Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings},
pages={244--245},
year={2018},
organization={ACM}
}
@inproceedings{pang2017predicting,
title={Predicting Vulnerable Software Components through Deep Neural Network},
author={Pang, Yulei and Xue, Xiaozhen and Wang, Huaying},
booktitle={Proceedings of the 2017 International Conference on Deep Learning Technologies},
pages={6--10},
year={2017},
organization={ACM}
}
@inproceedings{alexandru2017replicating,
title={Replicating parser behavior using neural machine translation},
author={Alexandru, Carol V and Panichella, Sebastiano and Gall, Harald C},
booktitle={Proceedings of the 25th International Conference on Program Comprehension},
pages={316--319},
year={2017},
organization={IEEE Press}
}
@inproceedings{guo2017semantically,
title={Semantically enhanced software traceability using deep learning techniques},
author={Guo, Jin and Cheng, Jinghui and Cleland-Huang, Jane},
booktitle={Software Engineering (ICSE), 2017 IEEE/ACM 39th International Conference on},
pages={3--14},
year={2017},
organization={IEEE}
}
@inproceedings{li2017software,
title={Software defect prediction via convolutional neural network},
author={Li, Jian and He, Pinjia and Zhu, Jieming and Lyu, Michael R},
booktitle={Software Quality, Reliability and Security (QRS), 2017 IEEE International Conference on},
pages={318--328},
year={2017},
organization={IEEE}
}
@article{white2017sorting,
title={Sorting and Transforming Program Repair Ingredients via Deep Learning Code Similarities},
author={White, Martin and Tufano, Michele and Martinez, Matias and Monperrus, Martin and Poshyvanyk, Denys},
journal={arXiv preprint arXiv:1707.04742},
year={2017}
}
@inproceedings{white2015toward,
title={Toward deep learning software repositories},
author={White, Martin and Vendome, Christopher and Linares-V{\'a}squez, Mario and Poshyvanyk, Denys},
booktitle={Proceedings of the 12th Working Conference on Mining Software Repositories},
pages={334--345},
year={2015},
organization={IEEE Press}
}
@inproceedings{deshmukh2017towards,
title={Towards Accurate Duplicate Bug Retrieval Using Deep Learning Techniques},
author={Deshmukh, Jayati and Podder, Sanjay and Sengupta, Shubhashis and Dubash, Neville and others},
booktitle={Software Maintenance and Evolution (ICSME), 2017 IEEE International Conference on},
pages={115--124},
year={2017},
organization={IEEE}
}
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment