Research
Read how they describe their research on their University of Ottawa profile.
Latest funding
- $71,497
Foundational Models for Unified AI-Driven Financial Regulation
SSHRC · 2024 · Co-investigator
- $64,000
An analytic framework for the simultaneous pursuit of data-drivenness and robustness in machine learning and optimization
NSERC · 2023 · Principal investigator
- $154,000
Modeling and Optimization of Risk Measures
NSERC · 2014 · Principal investigator
No publications available.
Foundational Models for Unified AI-Driven Financial Regulation
Principal investigators: Qi, Qianru
Keywords: Artificial intelligence (AI); Regulatory Technology (RegTech); Graph Foundation Model (GFM); Financial Transaction Network; Forensic Finance; Anti-Money Laundering (AML); Anti-Terrorist Financing (ATF); Network Analysis;Anomaly detection
An analytic framework for the simultaneous pursuit of data-drivenness and robustness in machine learning and optimization
Principal investigators: Li, Jonathan
Keywords: distributionally robust optimization; data-driven optimization; fairness optimization; wasserstein distributionally robust optimization; risk measures; probability metrics; machine learning; portfolio optimization; inverse optimization; decision support systems
Modeling and Optimization of Risk Measures
Principal investigators: Li, Jonathan
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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Profile data last refreshed on September 26, 2026 from the university directory, publication records and CIHR, NSERC and SSHRC funding.