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I am a postdoc in the [Department of Computer
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I am an assistant professor of [Computer Science](https://www.cs.wisc.edu/) at
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the [University of Wisconsin--Madison](https://www.wisc.edu).
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**I am currently looking for good students!**
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Previously, I was a postdoc in the [Department of Computer
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Science](https://www.cs.cornell.edu/) at [Cornell
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Science](https://www.cs.cornell.edu/) at [Cornell
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University](https://www.cornell.edu/), hosted by [Nate
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University](https://www.cornell.edu/), hosted by [Nate
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Foster](http://www.cs.cornell.edu/~jnfoster/), [Bobby
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Foster](http://www.cs.cornell.edu/~jnfoster/), [Bobby
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Kleinberg](http://www.cs.cornell.edu/~rdk/), and [Dexter
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Kleinberg](http://www.cs.cornell.edu/~rdk/), and [Dexter
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Kozen](http://www.cs.cornell.edu/~kozen/).
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Kozen](http://www.cs.cornell.edu/~kozen/), and in the [Programming Principles,
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Logic, and Verification Group](http://pplv.cs.ucl.ac.uk/welcome/) at the
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**I will be joining the University of Wisconsin--Madison in Fall 2018 as an
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[University College London](https://www.ucl.ac.uk/), hosted by [Alexandra
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assistant professor. Looking for good students!**
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Previously, I was a postdoc in the [Programming Principles, Logic, and
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Verification Group](http://pplv.cs.ucl.ac.uk/welcome/) at the [University
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College London](https://www.ucl.ac.uk/), hosted by [Alexandra
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Silva](http://www.alexandrasilva.org/). I was a graduate student in the
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Silva](http://www.alexandrasilva.org/). I was a graduate student in the
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[Department of Computer Science](https://cis.upenn.edu) at the [University of
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[Department of Computer Science](https://cis.upenn.edu) at the [University of
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Pennsylvania](https://www.upenn.edu), associated with the [Theory
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Pennsylvania](https://www.upenn.edu), where I was very fortunate to be advised
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Group](http://theory.cis.upenn.edu), the [PL
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by [Benjamin Pierce](https://cis.upenn.edu/~bcpierce) and [Aaron
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Club](https://www.cis.upenn.edu/~plclub/), and the [Privacy
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Group](http://privacy.cis.upenn.edu). I was very fortunate to be co-advised by
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[Benjamin Pierce](https://cis.upenn.edu/~bcpierce) and [Aaron
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Roth](https://cis.upenn.edu/~aaroth).
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Roth](https://cis.upenn.edu/~aaroth).
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## Research Interests ##
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## Research Interests ##
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My research spans two classical areas of computer science: **algorithms** from
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I design methods to **formally verify** that programs are correct, especially
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theoretical computer science (commonly known as **TCS**) and **formal
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programs that use **randomization**. Such programs are often easy to show
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verification**. My work has mostly centered on [**differential
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correct on paper, but surprisingly challenging for computers to prove correct.
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Accordingly, my research blends ideas from two classical areas of computer
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science: **randomized algorithms** from theoretical computer science (**TCS**)
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and **formal verification**.
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Drawing inspiration from how humans reason about randomized algorithms, we can
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build simpler and more automated verification techniques. In the past, I've
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applied this approach to properties like **accuracy**, **incentive
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compatibility**, Markov chain **mixing**, and various notions of **algorithmic
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stability**.
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A particular focus of my work has been [**differential
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privacy**](https://en.wikipedia.org/wiki/Differential_privacy), a rigorous
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privacy**](https://en.wikipedia.org/wiki/Differential_privacy), a rigorous
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definition of privacy that is currently under extensive study.
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definition of privacy that is currently under extensive study.
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I have investigated a variety of formal methods---such as [**type
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From the verification side, I investigate formal methods---such as [**type
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systems**](https://en.wikipedia.org/wiki/Type_system) and [**program
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systems**](https://en.wikipedia.org/wiki/Type_system) and [**program
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logics**](https://en.wikipedia.org/wiki/Hoare_logic)---to verify that programs
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logics**](https://en.wikipedia.org/wiki/Hoare_logic)---to verify that programs
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are differentially private. More generally, I consider formal verification for
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are differentially private.
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properties of randomized algorithms, including **incentive compatibility**,
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Markov chain **mixing**, and various notions of **algorithmic stability**. From
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From a more traditional algorithms perspective, I am also interested in applying
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the algorithms side, I apply differential privacy to optimization, machine
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differential privacy to optimization, machine learning, and mechanism design.
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learning, and mechanism design.
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## Service ##
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## Service ##
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- **2019** POPL
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- **2019** POPL
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## Contacts ##
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## Contacts ##
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**Cornell**
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**Wisconsin**
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Room 442
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Room 6379
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Gates Hall
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CS and Stats
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Ithaca, New York
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Madison, Wisconsin
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**Email**
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**Email**
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email@justinh.su
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email@justinh.su
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+ **09/2018** I've joined the [**Department of Computer
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Sciences**](https://www.cs.wisc.edu/) at the **University of
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Wisconsin--Madison**!
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+ **07/2018** **Convex Language Semantics for Nondeterministic Probabilistic
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+ **07/2018** **Convex Language Semantics for Nondeterministic Probabilistic
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Automata** will appear at **ICTAC 2018**!
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Automata** will appear at **ICTAC 2018**!
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+ **07/2018** I am honored to receive the ACM SIGPLAN [**John C. Reynolds Doctoral
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+ **07/2018** I am honored to receive the ACM SIGPLAN [**John C. Reynolds Doctoral
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+ **05/2018** I will be serving on the program committee of [**POPL
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+ **05/2018** I will be serving on the program committee of [**POPL
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2019**](https://popl19.sigplan.org/) in Lisbon, Portugal. Submit your best
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2019**](https://popl19.sigplan.org/) in Lisbon, Portugal. Submit your best
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papers!
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papers!
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+ **04/2018** **Almost Sure Productivity** will appear at **ICALP 2018**!
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+ **04/2018** Slides now available for **An Assertion-Based Program Logic for
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Probabilistic Programs**.
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+ **04/2018** Our preprint **Constraint-Based Synthesis of Coupling Proofs** is
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now available.
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+ **04/2018** **Constraint-Based Synthesis of Coupling Proofs** will appear at
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**CAV 2018**!
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+ **03/2018** Our preprint **Probabilistic Program Equivalence for NetKAT** is
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now available.
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+ **02/2018** Our preprint **Almost Sure Productivity** is now available.
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+ **02/2018** I will be serving on the program committee of [**LICS
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2018**](http://lics.siglog.org/lics18/) in Oxford, England.
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+ **01/2018** Slides now available for **Proving Expected Sensitivity of
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Probabilistic Programs**.
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