conf.researchr.org / 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 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; VMware Research
Personal website: https://ggndpsngh.github.io/
X (Twitter): https://x.com/ggn_dp_sngh
GitHub: https://github.com/GgnDpSngh
Research interests:Programming Languages, formal methods, artificial intelligence
Contributions
2025
2024
Static Analysis Symposium
2023
Static Analysis Symposium
PLDI
- 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
- Author of A general construction for abstract interpretation of higher-order automatic differentiation within the PLDI Research Papers-track
- Author of Scalable Verification of GNN-based Job Schedulers within the PLDI Research Papers-track
- Author of Incremental Verification of Neural Networks within the PLDI Research Papers-track
2022
SPLASH
- 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
Static Analysis Symposium
- 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
- 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