Gagandeep Singh

Registered user since Fri 17 Oct 2014

Name:Gagandeep Singh

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 Machine Learning (ML), Formal Methods (FM), and Systems. My long-term goal is to construct intelligent computing 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


PLDI 2023 Session Chair of PLDI: Probabilistic Analyses (part of PLDI Research Papers)
Committee Member in SRC Reviewers within the SRC-track
Committee Member in PLDI Review Committee within the PLDI Research Papers-track
A general construction for abstract interpretation of higher-order automatic differentiation
Scalable Verification of GNN-based Job Schedulers
Incremental Verification of Neural Networks
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