微软研究院
Building programming languages, tools, and software engineering techniques that make software more reliable, secure, and productive.
99% of computer users do not know programming and struggle with repetitive tasks. Programming by Examples (PBE) can revolutionize this landscape by allowing end users to create small scripts from input-output examples. A killer application…
Microsoft Research is a Silver sponsor of the 23rd IEEE Symposium on High Performance Computer Architecture (HPCA) at the Austin Hilton in Austin, TX, February 4-8, 2017.
Microsoft Research is excited to be part of the ACM/IEEE International Symposium on Code Generation Optimization (CGO) Austin, TX, on February 4-8, 2017. This event is also co-located with PPoPP, HPCA17, and CC.
Introduction Program synthesis is the task of automatically discovering an executable piece of code given user intent expressed using various forms of constraints such as input-output examples, demonstrations, natural language, etc. Program synthesis has direct…
Randomized Algorithms for Formal Verification Powerpoint Slides on Random Interpretation Introduction A sound and complete program analysis is provably hard. We typically pay a price for the hardness of program analysis in terms of having…
Abstract Interpretation over Logical Formulas Powerpoint Slides on Logical Abstract Interpretation (Lectures given in a graduate class on Static Program Analysis at UCLA and at IISc-Bangalore) Introduction Logical Abstract Interpretation means performing abstract interpretation over abstract…
By Jim Pinkelman, Senior Director, Microsoft Research Since 2008, Microsoft Research has been awarding two-year PhD fellowships to computer science and related researchers at leading universities in the United States and Canada. These awards are…
(Programming-by-example APIs for extracting structured data from text/log files by examples) The FlashExtract technology (published as a PLDI 2014 paper [pdf |ppt slides |Video |Video 2]) ships as features in Powershell and Azure OMS (Operations…
Our programming by example work (POPL 2011), also recognized as CACM Research Highlights (CACM 2012), ships as part of the Flash Fill feature in Excel in Office 2013. Here’s a small video illustrating this feature.…