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Software Engineering

Many aspects of everyday software engineering are repetitive; today, developers commonly perform these tasks using the guidance of other developers through forums like Stack Overflow. Program synthesis systems, such as the ones developed in our work, can potentially automate away many of these repetitive tasks. By doing so, they can allow the expert software engineer to focus on the more creative aspects of their work and enable novice programmers to do far more complex tasks than they can do today.


Selected Publications

Yeming Wen Rohan Mukherjee, Dipak Chaudhari; Jermaine, Chris

Neural Program Generation Modulo Static Analysis Journal Article

In: Neural Information Processing Systems (NeurIPS), 2021., 2021.

BibTeX

Mukherjee, Rohan; Jermaine, Chris; Chaudhuri, Swarat

Searching a Database of Source Codes Using Contextualized Code Search Journal Article

In: Proc. VLDB Endow., vol. 13, no. 10, pp. 1765–1778, 2020.

Links | BibTeX

Murali, Vijayaraghavan; Qi, Letao; Chaudhuri, Swarat; Jermaine, Chris

Neural Sketch Learning for Conditional Program Generation Inproceedings

In: 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, 2018.

Links | BibTeX