Elamur Research⌕
☰
home / authors / Kevin Leach

Kevin Leach

Kevin Leach has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Yifan Zhang, Yu Huang, Chen Huang.

2 papers in our library · 2026

OpenAlex · ORCID · Wikidata · h-index 17 · 117 works · 1,434 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 286 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #13008

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Vanderbilt UniversityNashville · United States2022–2026 · 75 papersEmployment since 2022 · Assistant Professor, Computer Sciencecurrent🎓University of MichiganAnn Arbor · United States2017–2026 · 19 papersEmployment 2017–2022 · Research Fellow, Computer Science and Engineeringcurrent🎓University of VirginiaCharlottesville · United States2014–2017 · 13 papers🏢Vanderbilt HealthNashville · United States2024–2025 · 2 papers🎓Southern University of Science and TechnologyShenzhen · China2021–2024 · 2 papers🎓George Mason UniversityFairfax · United States2013 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 1 workSoftware · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention (2026 · 1 citation)
    Code language models usually learn where to "look" from token statistics alone. Human programmers instead concentrate on meaningful parts of code, such as conditions, signatures and data flow, and skim boilerplate. EyeMulator transfers this human selectivity into CodeLLMs without changing their architecture. The…
  2. SynthFix: Adaptive Neuro-Symbolic Code Vulnerability Repair (2026)
    LLM-based code repair often produces patches that look plausible but break program semantics or leave the security flaw in place.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetStefan Larson et al.2019 · 677 citations
  2. EyeMulator: Improving Code Language Models by Mimicking Human Visual AttentionAnnual Meeting of the Association for Computational Linguistics (ACL)Yifan Zhang, Chen Huang, Yueke Zhang, et al.2026 · 1 citation
  3. SynthFix: Adaptive Neuro-Symbolic Code Vulnerability RepairFindings of the Association for Computational LinguisticsYifan Zhang, Jieyu Li, Kexin Pei, et al.2026

 Co-authors here

6 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 286 times (of the 149,439 papers whose bibliographies we read); 25 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/kevin-leach/