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

Personal website:https://ggndpsngh.github.io/

Twitter:https://twitter.com/ggn_dp_sngh

GitHub:https://github.com/GgnDpSngh

Research interests:Programming Languages, formal methods, artificial intelligence

Contributions

ICSE 2024	Committee Member in Research Track within the Research Track-track
SAS 2023	PC Member in Program Committee within the SAS 2023-track
PLDI 2023	Committee Member in SRC Reviewers within the SRC-track Committee Member in PLDI Review Committee within the PLDI Research Papers-track
SPLASH 2022	SAS Co-Chair in Organizing Committee Author of Proof transfer for fast certification of multiple approximate neural networks within the OOPSLA-track Author of A General Construction for Abstract Interpretation of Higher-Order Automatic Differentiation within the OOPSLA-track Author of Scalable Verification of GNN-Based Job Schedulers within the OOPSLA-track Mentor in Mentors within the PLMW-track
SAS 2022	Session Chair of Keynote 3 (part of SAS) Program Co-Chair in Organizing Committee Co-chair in Program Committee within the SAS-track Presenter of Radhia Cousot Award within the SAS-track Presenter of PC Chairs Report within the SAS-track Session Chair of Keynote 2, Radhia Cousot Award, PC Chairs Report (part of SAS) Session Chair of Keynote 1 (part of SAS)
POPL 2022	Session Chair of Program Analysis (part of POPL) Author of Formal Methods and Deep Learning [Part B] within the TutorialFest-track 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
VMCAI 2022	PC Member in Program Committee within the VMCAI 2022-track
SAS 2021	Committee Member in Program Committee within the SAS-track
APLAS 2021	Committee Member in Program Committee within the Research Papers-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