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Baishakhi Ray (Columbia University): “Towards Code-Aware Code Models”
October 11, 2023 @ 12:00 PM - 1:15 PM
Presentation Abstract:
The past decade has seen unprecedented growth in Software Engineering— developers spend enormous time and effort to create new products. With such enormous growth comes the responsibility of producing and maintaining quality and robust software. In this talk, I will discuss how AI can help develop quality products in different stages of the software development life cycle. In particular, I will discuss how we can build AI models leveraging different static and dynamic code properties for source and binary code to automate diverse Software Engineering tasks, including code generation, bug finding, security analysis, etc.
Speaker Bio:
Baishakhi Ray is an Associate Professor in the Department of Computer Science at Columbia University, NY, USA. She has received the prestigious IEEE TCSE Rising star award and NSF CAREER award. Baishakhi’s research interest is in the intersection of Software Engineering and Machine Learning. Her research has been acknowledged by many Distinguished Paper awards and has also been published in CACM Research Highlights, and has been widely covered in trade media.