Baishakhi Ray

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Saikat ChakrabortySenior Researcher at Microsoft ResearchVerified email at microsoft.com
Suman JanaAssociate Professor of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Wasi Uddin AhmadSenior Research Scientist, NVIDIAVerified email at ucla.edu
Yangruibo (Robin) DingGraduate Student, Columbia UniversityVerified email at columbia.edu
Prem DevanbuDistinguished Research Professor (பேராசிரியர்), ACM FellowVerified email at ucdavis.edu
Kexin PeiAssistant Professor, Computer Science, University of ChicagoVerified email at cs.uchicago.edu
Junfeng YangAssociate Professor of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
Ziyuan ZhongColumbia UniversityVerified email at columbia.edu
Yuchi TianColumbia UniversityVerified email at columbia.edu
Vladimir FilkovProfessor of Computer Science, UC DavisVerified email at ucdavis.edu
Gail KaiserProfessor of Computer Science, Columbia UniversityVerified email at columbia.edu
Rahul KrishnaStaff Researcher :: IBM Research, Yorktown Heights, NYVerified email at ibm.com
Chengzhi MaoGoogleVerified email at google.com
Miryung KimFull Professor and Vice Chair of Graduate Studies, UCLA Computer ScienceVerified email at cs.ucla.edu
Dongdong SheHong Kong University of Science and TechnologyVerified email at cse.ust.hk
Md Shahriar IqbalUniversity of South CarolinaVerified email at email.sc.edu
Zhaopeng TuPrincipal Researcher, Tencent AI LabVerified email at tencent.com
Vincent HellendoornCarnegie Mellon UniversityVerified email at cmu.edu
Alberto BacchelliAssociate Professor, Head of ZEST @ University of ZurichVerified email at ifi.uzh.ch

Baishakhi Ray

Associate Professor, Columbia University

Verified email at cs.columbia.edu - Homepage

Software Engineering Machine Learning AI4Code AI4SE SE4AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deeptest: Automated testing of deep-neural-network-driven autonomous cars Y Tian, K Pei, S Jana, B Ray Proceedings of the 40th international conference on software engineering …, 2018	1637	2018
Unified pre-training for program understanding and generation WU Ahmad, S Chakraborty, B Ray, KW Chang NAACL, 2021	745	2021
A large scale study of programming languages and code quality in github B Ray, D Posnett, V Filkov, P Devanbu Proceedings of the 22nd ACM SIGSOFT international symposium on foundations …, 2014	595	2014
Deep learning based vulnerability detection: Are we there yet? S Chakraborty, R Krishna, Y Ding, B Ray IEEE Transactions on Software Engineering 48 (9), 3280-3296, 2021	550	2021
Gender and tenure diversity in GitHub teams B Vasilescu, D Posnett, B Ray, MGJ van den Brand, A Serebrenik, ... Proceedings of the 33rd annual ACM conference on human factors in computing …, 2015	461	2015
A transformer-based approach for source code summarization WU Ahmad, S Chakraborty, B Ray, KW Chang arXiv preprint arXiv:2005.00653, 2020	429	2020
An empirical study of api stability and adoption in the android ecosystem T McDonnell, B Ray, M Kim 2013 IEEE International Conference on Software Maintenance, 70-79, 2013	385	2013
PTask: operating system abstractions to manage GPUs as compute devices CJ Rossbach, J Currey, M Silberstein, B Ray, E Witchel Proceedings of the Twenty-Third ACM Symposium on Operating Systems …, 2011	358	2011
On the" naturalness" of buggy code B Ray, V Hellendoorn, S Godhane, Z Tu, A Bacchelli, P Devanbu Proceedings of the 38th International Conference on Software Engineering …, 2016	356*	2016
Using frankencerts for automated adversarial testing of certificate validation in SSL/TLS implementations C Brubaker, S Jana, B Ray, S Khurshid, V Shmatikov 2014 IEEE Symposium on Security and Privacy, 114-129, 2014	308*	2014
Neuzz: Efficient fuzzing with neural program smoothing D She, K Pei, D Epstein, J Yang, B Ray, S Jana 2019 IEEE Symposium on Security and Privacy (SP), 803-817, 2019	298	2019
Whozthat? evolving an ecosystem for context-aware mobile social networks A Beach, M Gartrell, S Akkala, J Elston, J Kelley, K Nishimoto, B Ray, ... IEEE network 22 (4), 50-55, 2008	263	2008
Metric learning for adversarial robustness C Mao, Z Zhong, J Yang, C Vondrick, B Ray Advances in Neural Information Processing Systems 32, 2019	233	2019
Codit: Code editing with tree-based neural models S Chakraborty, Y Ding, M Allamanis, B Ray IEEE Transactions on Software Engineering 48 (4), 1385-1399, 2020	189*	2020
Retrieval augmented code generation and summarization MR Parvez, WU Ahmad, S Chakraborty, B Ray, KW Chang arXiv preprint arXiv:2108.11601, 2021	142	2021
Multi-lingual evaluation of code generation models B Athiwaratkun, SK Gouda, Z Wang, X Li, Y Tian, M Tan, WU Ahmad, ... arXiv preprint arXiv:2210.14868, 2022	128*	2022
Some from here, some from there: Cross-project code reuse in github M Gharehyazie, B Ray, V Filkov 2017 IEEE/ACM 14th International Conference on Mining Software Repositories …, 2017	119	2017
Learning approximate execution semantics from traces for binary function similarity K Pei, Z Xuan, J Yang, S Jana, B Ray IEEE Transactions on Software Engineering 49 (4), 2776-2790, 2022	117*	2022
Guided conditional diffusion for controllable traffic simulation Z Zhong, D Rempe, D Xu, Y Chen, S Veer, T Che, B Ray, M Pavone 2023 IEEE International Conference on Robotics and Automation (ICRA), 3560-3566, 2023	115	2023
Natgen: generative pre-training by “naturalizing” source code S Chakraborty, T Ahmed, Y Ding, PT Devanbu, B Ray Proceedings of the 30th ACM joint european software engineering conference …, 2022	115	2022

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