conf.researchr.org / Baishakhi Ray
Registered user since Sat 21 May 2016
Name:Baishakhi Ray
Bio:
Baishakhi Ray is an Associate Professor of Computer Science at Columbia University. She works at the intersection of AI, Software Engineering, and Security. She received her Ph.D. degree from the University of Texas, Austin. She has received the IEEE TCSE Rising Star, NSF CAREER, IBM faculty, and VMWare Faculty awards. She is also an Amazon Visiting Academic. Her research has been acknowledged by many Distinguished Papers awards including FSE’17, ASE’22, ISSTA’23, the ICSME Most Influential Paper award, and has also been published in CACM Research Highlights and has been widely covered in trade media.
Country:United States
Affiliation:Columbia University, New York; AWS AI Lab
Personal website: http://rayb.info/
X (Twitter): https://x.com/baishakhir
Research interests:Software Engineering, Security, Machine Learning
Contributions
2025
2024
ASE
2030 Software Engineering
ESEC/FSE
- Author of Code-Aware Prompting: A study of Coverage guided Test Generation in Regression Setting using LLM within the Research Papers-track
- Committee Member in Program Committee within the Ideas, Visions and Reflections-track
- Committee Member in Program Committee within the Research Papers-track
- Author of Collaboration with others within the New Faculty Symposium-track
AIware
ICSE
- Area Co-Chair for AI&SE, Auto-coding in Research Track within the Research Track-track
- Author of Towards Causal Deep Learning for Vulnerability Detection within the Research Track-track
- Author of TRACED: Execution-aware Pre-training for Source Code within the Research Track-track
- Author of Automated Code Editing with Search-Generate-Modify within the Posters-track
- Session Chair of LLM, NN and other AI technologies 5 (part of Research Track)
2023
Mining Software Repositories
ESEC/FSE
ASE
ISSTA
2022
ESEC/FSE
- Committee Member in Program Committee within the Ideas, Visions and Reflections -track
- Author of NatGen: Generative Pre-training by “Naturalizing” Source Code within the Research Papers-track
- Co-chair in Program Committee within the Demonstrations-track
- Committee Member in Program Committee within the New Faculty Symposium-track
- Author of NeuDep: Neural Binary Memory Dependence Analysis within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Demonstrations Co-Chair in Organizing Committee
- Author of Work/life balance within the New Faculty Symposium-track
- Session Chair of Software Testing II (part of Research Papers)
- Session Chair of Women's Breakfast (part of Social)
AI-assisted Code Companion Workshop
ASE
MAPS
ICSE
- Committee Member in Mentors within the SMeW - Student Mentoring Workshop-track
- Committee Member in Program Committee within the Technical Track-track
- Session Chair of Papers 6: Machine Learning with and for SE 1 (part of Technical Track)
- Session Chair of BoF 1: Autonomous Vehicle Software and Safety (part of Birds of a Feather)
- Session Chair of Machine Learning with and for SE 9 (part of Technical Track)
- Author of Deep Learning based Vulnerability Detection: Are We There Yet? within the Journal-First Papers-track
2021
ASE
ESEC/FSE
ICSE
- Committee Member in Program Committee within the Technical Track-track
- Author of CODIT: Code Editing with Tree-Based Neural Models within the Journal-First Papers-track
- Author of ConEx: Efficient Exploration of Big-Data System Configurations for Better Performance within the Journal-First Papers-track
2020
ESEC/FSE
ISSTA
ICSE
- Author of Testing DNN Image Classifier for Confusion & Bias Errors within the Technical Papers-track
- Committee Member in Program Committee within the Doctoral Symposium-track
- Programme Committee in Program Committee within the Technical Papers-track
- Author of Testing DNN Image Classifier for Confusion & Bias Errors within the ICSE 2020 Posters-track
Mining Software Repositories
2019
ASE
NSF Workshop: DL + SE”
ICSE
- Artifact Evaluation Chair in Artifact Evaluation Committee within the Artifact Evaluation-track
- Artifact Evaluation Chair in Organizing Committee
- Session Chair of Program Comprehension and Reuse (part of Papers)
- PC Member in Program Committee within the New Ideas and Emerging Results-track
- Committee Member in Program Committee within the Workshops-track
Mining Software Repositories
2018
MAPS
ICSE
- Author of Poster F9: Searching for High-performing Software Configurationswith Metaheuristic Algorithms within the Posters -track
- Author of DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars within the Technical Papers -track
- Author of Poster T60: Which Similarity Metric to Use for Software Documents? A Study on Information Retrieval-Based Software Engineering Tasks within the Posters -track
- Author of Poster T51: A Recommender System for Developer Onboarding within the Posters -track