--- title: "Andy Luo — author profile and papers — Elamur Research" description: "Andy Luo, Capital One: 2 papers on Elamur Research (2025–2026), h-index 0 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/andy-luo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/andy-luo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Andy Luo # Andy Luo Andy Luo has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Sahil Wadhwa](https://md.research.elamur.ai/free/en/authors/sahil-wadhwa/), [Huy Nghiem](https://md.research.elamur.ai/free/en/authors/huy-nghiem/), [Stephen Rawls](https://md.research.elamur.ai/free/en/authors/stephen-rawls/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5129563769) · [**h-index 0**](https://openalex.org/authors/A5129563769) · [11 works](https://openalex.org/works?filter=author.id:A5129563769) · [0 citations](https://openalex.org/works?filter=author.id:A5129563769&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/andy-luo/#papers) · [🔗 Cited 8 times in our library](https://md.research.elamur.ai/free/en/authors/andy-luo/cited-by/) · [⭐ Paper Stars ranking: #11267](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11267) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Andy+Luo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Andy+Luo) · [dblp](https://dblp.org/search?q=Andy+Luo) · [ACL Anthology](https://aclanthology.org/search/?q=Andy+Luo) ## Affiliations [🏢**Capital One** Tysons Corner · United States 2025–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/companies/capital-one/) · [🎓**McGill University** Montreal · Canada 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/mcgill-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/andy-luo/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/andy-luo/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment](https://md.research.elamur.ai/free/en/papers/rad-2025-refining-input-guardrails-enhancing-llm/)** *(2025 · 9 citations)* Conversational assistants built on LLMs need an input filter that catches fraudulent requests, illegal-activity requests and jailbreak attempts before they reach the main agent. 2. **[Adaptive Instruction Composition for Automated LLM Red-Teaming](https://md.research.elamur.ai/free/en/papers/zymet-2026-adaptive-instruction-composition-automated-llm/)** *(2026)* Automated red-teaming uses an attacker LLM to find jailbreaks against a target model. Existing methods face a trade-off. Attackers that invent their own strategies by trial and error tend to settle on a narrow set of attack types. WildTeaming gets variety by filling its attacker prompt with harmful queries and… ## Co-authors here 4 co-authors with a page, the most papers together first. - [Sahil Wadhwa](https://md.research.elamur.ai/free/en/authors/sahil-wadhwa/) ×2 - [Huy Nghiem](https://md.research.elamur.ai/free/en/authors/huy-nghiem/) - [Stephen Rawls](https://md.research.elamur.ai/free/en/authors/stephen-rawls/) - [Swapnil Shinde](https://md.research.elamur.ai/free/en/authors/swapnil-shinde/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 8 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/andy-luo/cited-by/). Updated 2 November 2026