Scholar
Linyi Li
Google Scholar ID: -b0sk-YAAAAJ
Simon Fraser University
Citations & Impact
Citations
1,323
H-index
19
i10-index
28
Publications
20
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- Published 30+ papers at top-tier venues including ICML, NeurIPS, ICLR, IEEE S&P, and ACM CCS
- Recipient of Rising Stars in Data Science (University of Chicago DSI)
- AdvML Rising Star Award (2022)
- Wing Kai Cheng Fellowship awardee
- Co-led Team α,β-CROWN to 4th place in VNN-COMP'23 (4th International Verification of Neural Networks Competition)
- Finalist for 2022 Qualcomm Innovation Fellowship
- Finalist for 2022 Two Sigma PhD Fellowship
- RANUM framework for numerical reliability of DNNs accepted to ICSE 2023
- InfiBench benchmark for code LLMs accepted to NeurIPS 2024
- Serving as Area Chair for NeurIPS 2025, ICLR 2026, and ICML 2025
- Awarded NSERC Discovery Grant with Launch Supplement
Background
- Assistant Professor at the School of Computing Science, Simon Fraser University (SFU)
- Principal Investigator of the Trustworthy AI (TAI) Lab at SFU
- Research focuses on trustworthy deep learning, particularly certifiably trustworthy deep learning and trustworthy foundation models
- Work spans machine learning and computer security
- Aims to enable certifiable and verifiable trustworthiness guarantees (e.g., robustness, fairness, numerical reliability) for large-scale deep learning systems
- Studies root causes of trustworthiness issues in deep learning and foundation models
- Advocates for scientific and comprehensive evaluation of foundation models
