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

Columbia University

New York City, NY 10027, USA