Publications
2020
Multitask Learning Strengthens Adversarial Robustness
By
Chengzhi Mao, Amogh Gupta, Vikram Nitin, Baishakhi Ray, Shuran Song, Junfeng Yang, Carl Vondrick
ECCV
2020
Testing DNN Image Classifiers for Confusion & Bias Errors
By
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Gail Kaiser, Baishakhi Ray
ICSE, 2020
Neutaint: Efficient Dynamic Taint Analysis with Neural Networks
By
Dongdong She, Yizheng Chen, Abhishek Shah, Baishakhi Ray, Suman Jana
S&P, 2020
An Empirical Study on the Use and Misuse of Java 8 Streams
By
Raffi Khatchadourian, Yiming Tang, Mehdi Bagherzadeh, Baishakhi Ray
FASE, 2020
2019
Metric Learning for Adversarial Robustness
By
Chengzhi Mao, Ziyuan Zhong, Junfeng Yang, Carl Vondrick, Baishakhi Ray
NeurIPS, 2019
NEUZZ: Efficient Fuzzing with Neural Program Smoothing
By
Dongdong She, Kexin Pei, Dave Epstein, Junfeng Yang, Baishakhi Ray, Suman Jana
S&P, 2019
Toward Optimal Selection of Information Retrieval Models for Software Engineering Tasks
By
Md Masudur Rahman, Saikat Chakraborty, Gail Kaiser and Baishakhi Ray
SCAM, 2019
2018
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars
By
Yuchi Tian, Kexin Pei, Suman Jana, Baishakhi Ray
ICSE, 2018
Building Language Models for Text with Named Entities
By
Md Rizwan Parvez, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang
ACL, 2018
Replay without Recording of Production Bugs for Service Oriented Applications
By
Nipun Arora, Jonathan Bell, Franjo Ivancic, Gail Kaiser, Baishakhi Ray
ASE, 2018
Evaluating How Developers Use General-Purpose Web-Search for Code Retrieval
By
Md Masudur Rahman, Jed Barson, Sydney Paul, Joshua Kayani, Federico Andrés Lois, Sebastián Fernandez Quezada, Christopher Parnin, Kathryn T. Stolee, and Baishakhi Ray
MSR, 2018
Obfuscation Resilient Search through Executable Classification
By
Fang-Hsiang Su, Jonathan Bell, Gail Kaiser, Baishakhi Ray
MAPL, 2018
2017
Automatically Diagnosing and Repairing Error Handling Bugs in C
By
Yuchi Tian, Baishakhi Ray
FSE, 2017
GitcProc: A Tool for Processing and Classifying GitHub Commits
By
C. Casalnuovo, Y. Suchak, Baishakhi Ray, C. Rubio-Gonzalez
ISSTA Tool-demo, 2017
Some From Here, Some From There: Cross-Project Code Reuse in GitHub
By
Mohammad Gharehyazie, Baishakhi Ray, Vladimir Filkov
MSR, 2017
A Large Scale Study of Programming Languages and Code Quality in Github
By
Baishakhi Ray, Daryl Posnett, Premkumar T. Devanbu, Vladimir Filkov
CACM, 2017
2016
APEx: Automated Inference of Error Specifications for C APIs
By
Yuan Jochen Kang, Baishakhi Ray, Suman Jana
ASE, 2016
Automatically Detecting Error Handling Bugs using Error Specifications
By
Suman Jana, Yuan Jochen Kang, Samuel Roth, Baishakhi Ray
USENIX Security, 2016