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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

Undefined parameter words_per_minute at _config.yml

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false. Read more

Blog Post number 4

Undefined parameter words_per_minute at _config.yml

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool. Read more

Blog Post number 3

Undefined parameter words_per_minute at _config.yml

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool. Read more

Blog Post number 2

Undefined parameter words_per_minute at _config.yml

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool. Read more

portfolio

publications

Program Synthesis by Type-Guided Abstraction Refinement

By: Zheng Guo, Michael B. James, David Justo, Jiaxiao Zhou, Ziteng Wang, Ranjit Jhala, Nadia Polikarpova

Published in Principles of Programming Languages 2020, 2019

We consider the problem of type-directed component based synthesis where, given a set of (typed) components and a query type, the goal is to synthesize a term that inhabits the query. Classical approaches based on proof search in intuiti... Read more

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Digging for Fold: Synthesis-Aided API Discovery for Haskell

By: Michael B. James, Zheng Guo, Ziteng Wang, Shivani Doshi, Hila Peleg, Ranjit Jhala, Nadia Polikarpova

Published in OOPSLA 20, 2020

We present Hoogle+, a web-based API discovery tool for Haskell. A Hoogle+ user can specify a programming task using either a type, a set of input-output tests, or both. Given a specification, the tool returns a list of matching programs ... Read more

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Program Recognition in Synthesis

By: Michael B. James, Nadia Polikarpova

Published in PLATEAU 2021, 2021

Program synthesizers can offer a user many candidate snippets to fit a specification. How should a user decide which snippet is the right one for them? We introduce the problem of program recognition in the context of program sy... Read more

Grounded Copilot: How Programmers Interact with Code-Generating Models

By: Shraddha Barke*, Michael B. James*, Nadia Polikarpova

Published in OOPSLA 2023, 2023

Distinguished Paper Award

Powered by recent advances in code-generating models, AI assistants like Github Copilot promise to change the face of programming forever. But what is this new face of programming? We present the first grounded theory analysis of how pro... Read more

Exploratory Phenomena in Program Synthesis

By: Michael B. James

Published in PhD Dissertation, 2024

Program synthesizers promise to save time for the programmer by writing parts of their code for them, provided the programmer knows exactly what they want. For it to suggest that code, the programmer must convey the nuances of their spec... Read more

Validating AI-Generated Code with Live Programming

By: Kasra Ferdowsi*, Ruanqianqian (Lisa) Huang*, Michael B. James, Nadia Polikarpova, Sorin Lerner

Published in CHI, 2024

AI-powered programming assistants are increasingly gaining popularity, with GitHub Copilot alone used by over a million developers worldwide. These tools are far from perfect, however, producing code suggestions that may be incorrect in ... Read more

talks

Synthesis from Partial Refinements

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While program synthesis with refinement types as a specification is rather precise, it is not expressive enough for even some simple programs. However, synthesis with examples as a specification can be fatiguingly verbose, with some prog... Read more

Interaction Modalities in Program Synthesis

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Program synthesis searches from a high level specification to find a program that matches a user’s intent. Interactive program synthesis considers the human an essential part of that search process. Providing interactions comes in largel... Read more

Program Recognition in Synthesis

Published:

Program synthesizers take some specification and produce one or more programs that likely implement it. However, there is a last-mile problem in this task, to actually determine if the output of the synthesizer accomplishes the input tas... Read more

teaching

Graduate Teaching Assistant

Programming Languages, University California, San Diego, 2019

Teaching Assistant for Nadia Polikarpova’s programming languages course. I ran a discussion section to reinforce knowledge on the Haskell programming language and run test-prep. As wit... Read more