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 · Principal investigator
- $68,919
Leveling the Playing Field: Synthetic Data Solutions for Labor Market Equality
SSHRC · 2023 · Principal investigator
- $30,219
Cyberattacks on Private Sector: Determinants and Consequences
SSHRC · 2022 · Co-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
Leveling the Playing Field: Synthetic Data Solutions for Labor Market Equality
Principal investigators: Qi, Qianru
Keywords: Labor Market Inequality; Employment Discrimination; Algorithmic Hiring; Machine Learning; Synthetic Data; Causal Analysis; Hiring Biases; Leadership; Executive Recruitment; Headhunter
Cyberattacks on Private Sector: Determinants and Consequences
Principal investigators: Chourou, Lamia
Keywords: cyberattacks; cost of capital; financial analysts; data analytics; credit ratings
Detection of Criminal Activity in Decentralized Finance
Principal investigators: Qi, Qianru
Keywords: decentralized finance; blockchain; smart contract; anti-money laundering; investor protection
Cyberattacks on Private Sector: Determinants and Consequences
Principal investigators: Chourou, Lamia
Keywords: cyberattacks; cost of capital; financial analysts; data analytics; credit ratings
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.