--- title: "Dennis Lee — author profile and papers — Elamur Research" description: "Dennis Lee: 2 papers on Elamur Research (2019–2020), h-index 47 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/dennis-lee/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dennis-lee/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dennis Lee # Dennis Lee Dennis Lee has 2 papers in our library, in 2019–2020, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Christian Szegedy](https://md.research.elamur.ai/free/en/authors/christian-szegedy/), [Kshitij Bansal](https://md.research.elamur.ai/free/en/authors/kshitij-bansal/), [Markus N. Rabe](https://md.research.elamur.ai/free/en/authors/markus-n-rabe/). 2 papers in our library · 2019–2020 [OpenAlex](https://openalex.org/A5072563536) · [ORCID](https://orcid.org/0000-0001-6900-5158) · [**h-index 47**](https://openalex.org/authors/A5072563536) · [295 works](https://openalex.org/works?filter=author.id:A5072563536) · [7,769 citations](https://openalex.org/works?filter=author.id:A5072563536&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/dennis-lee/#papers) · [🔗 Cited 43 times in our library](https://md.research.elamur.ai/free/en/authors/dennis-lee/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8695](https://md.research.elamur.ai/free/en/paper-stars/page/87/#star-8695) 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=Dennis+Lee) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dennis+Lee) · [dblp](https://dblp.org/search?q=Dennis+Lee) · [ACL Anthology](https://aclanthology.org/search/?q=Dennis+Lee) ## Affiliations [🏢**GlaxoSmithKline** Philadelphia · United States 2001–2022 · 13 papers](https://ror.org/025vn3989) · [🎓**University of Washington** Seattle · United States 1994–1999 · 10 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🤝**BSCS Science Learning** Colorado Springs · United States 2020–2024 · 9 papersEmployment since 2020 · Postdoctoral Associate](https://ror.org/05tdbce05) · [🔬**Jet Propulsion Laboratory** Pasadena · United States 2006–2024 · 9 papers](https://ror.org/027k65916) · [🎓**Clemson University** Clemson · United States 2016–2021 · 9 papersEducation 2016–2020 · Ph.D., Engineering and Science EducationEmployment 2016–2020 · Graduate Research Assistant, Engineering and Science Education](https://md.research.elamur.ai/free/en/universities/clemson-university/) · [🎓**University of California, Davis** Davis · United States 2007–2021 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-davis/) · [🎓**American University in Dubai** Dubai · United Arab Emirates 2009–2023 · 7 papers](https://ror.org/0540vvc38) · [🎓**Rosalind Franklin University of Medicine and Science** North Chicago · United States 2017–2021 · 7 papers](https://ror.org/04fegvg32) · [🎓**University of Victoria** Victoria · Canada 2008–2015 · 6 papers](https://md.research.elamur.ai/free/en/universities/university-of-victoria/) · [🎓**Northwestern University** Evanston · United States 2020–2024 · 5 papers](https://md.research.elamur.ai/free/en/universities/northwestern-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 56 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 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/dennis-lee/year/2020/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/dennis-lee/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mathematical Reasoning via Self-supervised Skip-tree Training](https://md.research.elamur.ai/free/en/papers/rabe-2020-mathematical-reasoning-self-supervised-skip/)** *(2020 · 54 citations)* The paper asks whether a Transformer can acquire logical reasoning in formal mathematics from self-supervised language modeling alone, without labeled reasoning data or task-specific fine-tuning. 2. **[Mathematical Reasoning in Latent Space](https://md.research.elamur.ai/free/en/papers/lee-2019-mathematical-reasoning-latent-space/)** *(2019 · 33 citations)* The paper investigates if neural networks are able to carry out multiple steps of approximate mathematical deduction entirely inside a fixed-size vector space, instead of calling symbolic search at each step. ## 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. [**Mathematical Reasoning via Self-supervised Skip-tree Training arXiv:2006.04757**Markus N. Rabe, Dennis Lee, Kshitij Bansal, et al.*2020 · 54 citations*](https://md.research.elamur.ai/free/en/papers/rabe-2020-mathematical-reasoning-self-supervised-skip/) 2. **[Modular Architecture for StarCraft II with Deep Reinforcement Learning ↗](https://doi.org/10.1609/aiide.v14i1.13033) Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · no summary yet**Dennis M. Lee et al.*2018 · 48 citations* 3. [**Mathematical Reasoning in Latent Space arXiv:1909.11851**Dennis Lee, Christian Szegedy, Markus N. Rabe, et al.*2019 · 33 citations*](https://md.research.elamur.ai/free/en/papers/lee-2019-mathematical-reasoning-latent-space/) ## Co-authors here 4 co-authors with a page, the most papers together first. - [Christian Szegedy](https://md.research.elamur.ai/free/en/authors/christian-szegedy/) ×2 - [Kshitij Bansal](https://md.research.elamur.ai/free/en/authors/kshitij-bansal/) ×2 - [Markus N. Rabe](https://md.research.elamur.ai/free/en/authors/markus-n-rabe/) ×2 - [Sarah M. Loos](https://md.research.elamur.ai/free/en/authors/sarah-m-loos/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment ## Cited by Papers of our library cite their works 43 times (of the 149,439 papers whose bibliographies we read); [24 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/dennis-lee/cited-by/). Updated 3 November 2026