Baishakhi Ray
5 papers in the PaperMetrix corpus
Papers by this author
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AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation
2019 · arXiv (Cornell University)
Due to the inherent robustness of segmentation models, traditional norm-bounded attack methods show limited effect on such type of models. In this paper, we focus on generating unrestricted adversarial examples for semantic segmentation models. We …
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CODIT: Code Editing With Tree-Based Neural Models
2020 · IEEE Transactions on Software Engineering
The way developers edit day-to-day code tends to be repetitive, often using existing code elements. Many researchers have tried to automate repetitive code changes by learning from specific change templates which are applied to limited …
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FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
2025 · arXiv (Cornell University)
Despite the critical threat posed by software security vulnerabilities, reports are often incomplete, lacking the proof-of-vulnerability (PoV) tests needed to validate fixes and prevent regressions. These tests are crucial not only for ensuring patches work, …
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A Transformer-based Approach for Source Code Summarization
2020
Generating a readable summary that describes the functionality of a program is known as source code summarization. In this task, learning code representation by modeling the pairwise relationship between code tokens to capture their long-range …
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Unified Pre-training for Program Understanding and Generation
2021
Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.