Gagandeep Singh

Registered user since Fri 17 Oct 2014

Name:Gagandeep Singh
Bio:

I am a tenure-track Assistant Professor in the Department of Computer Science at the University of Illinois Urbana-Champaign (UIUC). My research lies at the intersection of artificial intelligence (AI) and programming languages. My long-term goal is to to construct intelligent compute systems with formal guarantees about their behavior and safety.

Country:United States
Affiliation:University of Illinois at Urbana-Champaign
Research interests:Programming Languages, formal methods, artificial intelligence

Contributions

VMCAI 2022 PC Member in Program Committee within the VMCAI 2022-track
POPL 2022 Author of A Dual Number Abstraction for Static Analysis of Clarke Jacobians within the POPL-track
Author of PRIMA: General and Precise Neural Network Certification via Scalable Convex Hull Approximations within the POPL-track
APLAS 2021 Committee Member in Program Committee within the Research Papers-track
SAS 2021 Committee Member in Program Committee within the SAS-track
PLDI 2021 Committee Member in Program Committee within the PLDI-track
PLDI 2020 Author of Learning Fast and Precise Numerical Analysis within the PLDI Research Papers-track
POPL 2019 Author of An Abstract Domain for Certifying Neural Networks within the Research Papers-track
POPL 2018 Author of A Practical Construction for Decomposing Numerical Abstract Domains within the Research Papers-track
Author of A Practical Construction for Decomposing Numerical Abstract Domains within the Artifact Evaluation-track
POPL 2017 Author of Fast Polyhedra Abstract Domain within the POPL-track
PLDI 2015 Author of Making Numerical Program Analysis Fast within the Research Papers-track