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NatGen: Generative pre-training by "Naturalizing" source code


Jun 15, 2022
Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar Devanbu, Baishakhi Ray

* Accepted to be published in ESEC/FSE 2022 

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Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages


May 23, 2022
Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

* Work in progress 

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Repairing Group-Level Errors for DNNs Using Weighted Regularization


Apr 04, 2022
Ziyuan Zhong, Yuchi Tian, Conor J. Sweeney, Vicente Ordonez, Baishakhi Ray


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Unicorn: Reasoning about Configurable System Performance through the lens of Causality


Jan 20, 2022
Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi

* EuroSys 2022 

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VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements


Jan 13, 2022
Yangruibo Ding, Sahil Suneja, Yunhui Zheng, Jim Laredo, Alessandro Morari, Gail Kaiser, Baishakhi Ray

* Camera Ready for Research Track of 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022) 

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A Survey on Scenario-Based Testing for Automated Driving Systems in High-Fidelity Simulation


Dec 02, 2021
Ziyuan Zhong, Yun Tang, Yuan Zhou, Vania de Oliveira Neves, Yang Liu, Baishakhi Ray


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Contrastive Learning for Source Code with Structural and Functional Properties


Oct 08, 2021
Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty


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Detecting Safety Problems of Multi-Sensor Fusion in Autonomous Driving


Sep 14, 2021
Ziyuan Zhong, Zhisheng Hu, Shengjian Guo, Xinyang Zhang, Zhenyu Zhong, Baishakhi Ray


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Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles


Sep 13, 2021
Ziyuan Zhong, Gail Kaiser, Baishakhi Ray


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