Research
Building programming languages, tools, and software engineering techniques that make software more reliable, secure, and productive.
In recent years, artificial intelligence (AI), including machine learning (ML) and deep learning (DL), has been widely adopted in many application domains, such as computer vision, speech recognition, natural language processing, and gaming. However, developers…
We are actively pursuing a sustainable form of cloud computing, Green Cloud Computing, to reduce the energy consumption and cut down carbon emission accordingly.
This keynote by Simon Peyton Jones was recorded at Haskell eXchange 2021 on 16 November 2021: Automatic differentiation is all the rage these days, largely because it is a key enabler for machine learning. But…
Over the past 30 years, Microsoft Research has undergone a shift in how it approaches innovation, broadening its mission to include not only advancing the state of computing but also using technology to tackle some…
Finding and fixing bugs in code is a time-consuming, and often frustrating, part of everyday work for software developers. Can deep learning address this problem and help developers deliver better software, faster? In a new…
Developers Who Vlog: Dismantling Stereotypes through Community and Identity Souti Chattopadhyay, Denae Ford, Thomas Zimmermann CSCW’21: ACM Conference on Computer-Supported Cooperative Work and Social Computing Session: Online Identities Abstract Developers are more than “nerds behind…
Education needs technology-based disruption for personalization. Programming education needs most attention, given the increasing skills gap in the IT industry and the need to introduce computational thinking in schools. Programming education is also challenging as…
