Andy Luo

Researcher, CapitalOne

Joined

September 2024

Names

Andy Luo (Preferred)

Emails

****@capitalone.com (Confirmed)

Personal Links

Career & Education History

Researcher

CapitalOne (capitalone.com)

2024 – Present

MS student

Georgia Institute of Technology (gatech.edu)

2020 – 2023

Undergrad student

Pennsylvania State University (psu.edu)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Adaptive Instruction Composition for Automated LLM Red-Teaming
Jesse Zymet, Andy Luo, Swapnil Shinde, Sahil Wadhwa, Emily Chen
- ACL 2026 Main Conference
- Readers: Everyone
STELP: Secure Transpilation and Execution of LLM-Generated Programs
Swapnil Shinde, Sahil Wadhwa, Andy Luo, Shahed Sorower
- Arxiv pre-print
- Readers: Everyone
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Swapnil Shinde, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Shahed Sorower
- ACL Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)
- Readers: Everyone
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment
Melissa Kazemi Rad, Huy Nghiem, Sahil Wadhwa, Andy Luo, Mohammad Shahed Sorower
- AAAI 2025 PDLM Oral
- Readers: Everyone

Co-Authors