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Building programming languages, tools, and software engineering techniques that make software more reliable, secure, and productive.

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Published Date

Video

Data Wrangling using Programming by Examples

August 1, 2017 | Sumit Gulwani

Sumit Gulwani founded the PROSE research and engineering team at Microsoft that develops programming-by-example (PBE) APIs and ships them through multiple Microsoft products. PBE is a new frontier in AI wherein the computer programs itself—the…

Data Wrangling using Programming by Examples

0:11:44

Publication

Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis

Andrew Head, Elena Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Bjoern Hartmann

Learning at Scale (L@S) | August 2017

Project

Publication

SHErrLoc: a static holistic error locator

Danfeng Zhang, Andrew C Myers, Simon Peyton Jones, Dimitrios Vytiniotis

Transactions on Programming Languages and Systems | August 2017, Vol 34(4)

Publication

TraceDiff: Debugging unexpected code behavior using trace divergences

Ryo Suzuki, Gustavo Soares, Andrew Head, Elena Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann

VL/HCC | August 2017

Project

Publication

Lasso Detection using Partial-State Caching

Rashmi Mudduluru, Pantazis Deligiannis, Ankush Desai, Akash Lal, Shaz Qadeer

MSR-TR-2017-37 | July 2017

Project Project

Publication

Verified compilation of space-efficient reversible circuits

Matthew Amy, Martin Roetteler, Krysta M. Svore

Proceedings of the 28th International Conference on Computer Aided Verification (CAV 2017) | July 2017

Project

Publication

How developers micro-optimize Android apps

Mario Linares-Vásquez, Christopher Vendome, Michele Tufano, Denys Poshyvanyk

Journal of Systems and Software | July 2017, Vol 130: pp. 1-23

Publication

Lasso Detection using Partial-State Caching

Rashmi Mudduluru, Pantazis Deligiannis, Ankush Desai, Akash Lal, Shaz Qadeer

Formal Methods in Computer-Aided Design (FMCAD) | July 2017

Project

Publication

“Maybe We Need Some More Examples:” Individual and Team Drivers of Developer GenAI Tool Use

Courtney Miller, Rudrajit Choudhuri, Mara Ulloa, Sankeerti Haniyur, Robert DeLIne, Margaret-Anne Storey, Emerson Murphy-Hill, Christian Bird, Jenna Butler

July 2017

Publication

Differentiable Programs with Neural Libraries

Alexander Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

Proceedings of ICML’17 | July 2017

Project