--- title: "Ryan Faulkner — author profile and papers — Elamur Research" description: "Ryan Faulkner, University of Toronto: 2 papers on Elamur Research (2018–2026), h-index 7 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/ryan-faulkner/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ryan-faulkner/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ryan Faulkner # Ryan Faulkner Ryan Faulkner has 2 papers in our library, in 2018–2026; often with [Adam Santoro](https://md.research.elamur.ai/free/en/authors/adam-santoro/), [Caglar Gulcehre](https://md.research.elamur.ai/free/en/authors/caglar-gulcehre/), [David Raposo](https://md.research.elamur.ai/free/en/authors/david-raposo/). 2 papers in our library · 2018–2026 [OpenAlex](https://openalex.org/A5073618265) · [ORCID](https://orcid.org/0009-0006-7511-7133) · [**h-index 7**](https://openalex.org/authors/A5073618265) · [30 works](https://openalex.org/works?filter=author.id:A5073618265) · [2,460 citations](https://openalex.org/works?filter=author.id:A5073618265&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ryan-faulkner/#papers) · [🔗 Cited 265 times in our library](https://md.research.elamur.ai/free/en/authors/ryan-faulkner/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1317](https://md.research.elamur.ai/free/en/paper-stars/page/14/#star-1317) 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=Ryan+Faulkner) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ryan+Faulkner) · [dblp](https://dblp.org/search?q=Ryan+Faulkner) · [ACL Anthology](https://aclanthology.org/search/?q=Ryan+Faulkner) ## Affiliations [🎓**University of Florida** Gainesville · United States 2020–2026 · 3 papersEducation 2020–2023 · B.S. Psychology (Behavioral and Cognitive Neuroscience), PsychologyEmployment since 2024 · Laboratory Manager, PsychologyEmployment since 2026 · Master's Student, PsychologyEmployment 2026 · Graduate Teaching Assistant, Psychology*current*](https://md.research.elamur.ai/free/en/universities/university-of-florida/) · [🎓**University of Toronto** Toronto · Canada 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) · [🔬**Vector Institute** Toronto · Canada 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/labs/vector-institute/) · [🎓**The University of Adelaide** Adelaide · Australia 2023–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-adelaide/) · [🏢**Google** Mountain View · United States 2018–2019 · 3 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**McGill University** Montreal · Canada 2018–2020 · 2 papers](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. 1 more institution 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).[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/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Artificial intelligence · 1 work](https://md.research.elamur.ai/free/en/concepts/artificial-intelligence/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/ryan-faulkner/year/2026/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/ryan-faulkner/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[Relational inductive biases, deep learning, and graph networks](https://md.research.elamur.ai/free/en/papers/battaglia-2018-relational-inductive-biases-deep-learning/)** *(2018 · 2,335 citations)* Deep learning has advanced quickly on the back of cheap data and compute, yet it still handles poorly a skill people show from infancy: reusing familiar pieces to reason about situations never seen before. 2. **[PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf](https://md.research.elamur.ai/free/en/papers/liu-2026-papermentor-human-centered-multi-agent/)** *(2026 · 1 citation)* Early-career AI researchers often lack experienced mentors who can critique their drafts. Existing tools only partly fill that gap: grammar checkers fix individual sentences, and automated reviewers mostly assign quality judgments. PaperMentor is an open-source assistant that posts mentor-style feedback as inline… ## All works 4 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. [**Relational inductive biases, deep learning, and graph networks arXiv:1806.01261**Peter W. Battaglia, Jessica B. Hamrick, Victor Bapst, et al.*2018 · 2,335 citations*](https://md.research.elamur.ai/free/en/papers/battaglia-2018-relational-inductive-biases-deep-learning/) 2. **[Grounded Language Learning in a Simulated 3D World ↗](https://arxiv.org/abs/1706.06551) arXiv:1706.06551 · no summary yet**Karl Moritz Hermann et al.*2017 · 190 citations* 3. **[Relational recurrent neural networks ↗](https://arxiv.org/abs/1806.01822) arXiv (Cornell University) · no summary yet**Adam Santoro et al.*2018 · 43 citations* 4. **[PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf](https://md.research.elamur.ai/free/en/papers/liu-2026-papermentor-human-centered-multi-agent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner, et al.*2026 · 1 citation* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Adam Santoro](https://md.research.elamur.ai/free/en/authors/adam-santoro/) - [Caglar Gulcehre](https://md.research.elamur.ai/free/en/authors/caglar-gulcehre/) - [David Raposo](https://md.research.elamur.ai/free/en/authors/david-raposo/) - [Dominik Glandorf](https://md.research.elamur.ai/free/en/authors/dominik-glandorf/) - [Francis Song](https://md.research.elamur.ai/free/en/authors/francis-song/) - [Jiarui Liu](https://md.research.elamur.ai/free/en/authors/jiarui-liu/) - [Mateusz Malinowski](https://md.research.elamur.ai/free/en/authors/mateusz-malinowski/) - [Peter Battaglia](https://md.research.elamur.ai/free/en/authors/peter-battaglia/) - [Punya Syon Pandey](https://md.research.elamur.ai/free/en/authors/punya-syon-pandey/) - [Terry Jingchen Zhang](https://md.research.elamur.ai/free/en/authors/terry-jingchen-zhang/) - [Vilém Zouhar](https://md.research.elamur.ai/free/en/authors/vilem-zouhar/) - [Yuen Chen](https://md.research.elamur.ai/free/en/authors/yuen-chen/) ## 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 265 times (of the 149,439 papers whose bibliographies we read); [21 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ryan-faulkner/cited-by/). Updated 1 November 2026