--- title: "Julian Dolby — author profile and papers — Elamur Research" description: "Julian Dolby, IBM Research - Thomas J. Watson Research Center: 2 papers on Elamur Research (2021–2026), h-index 36 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/julian-dolby/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/julian-dolby/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Julian Dolby # Julian Dolby Julian Dolby has 2 papers in our library, in 2021–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jie Chen](https://md.research.elamur.ai/free/en/authors/jie-chen/), [Wei Zhang](https://md.research.elamur.ai/free/en/authors/wei-zhang/). 2 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5012855077) · [ORCID](https://orcid.org/0000-0002-6658-2678) · [**h-index 36**](https://openalex.org/authors/A5012855077) · [153 works](https://openalex.org/works?filter=author.id:A5012855077) · [4,572 citations](https://openalex.org/works?filter=author.id:A5012855077&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/julian-dolby/#papers) · [🔗 Cited 69 times in our library](https://md.research.elamur.ai/free/en/authors/julian-dolby/cited-by/) · [⭐ Paper Stars ranking: #7245](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7245) 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=Julian+Dolby) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Julian+Dolby) · [dblp](https://dblp.org/search?q=Julian+Dolby) · [ACL Anthology](https://aclanthology.org/search/?q=Julian+Dolby) ## Affiliations [🔬**IBM Research - Thomas J. Watson Research Center** Yorktown Heights · United States 2000–2026 · 112 papers*current*](https://md.research.elamur.ai/free/en/labs/ibm-research-thomas-j-watson-research-center/) · [🏢**IBM** Armonk · United States 2000–2025 · 83 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 1997–2002 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) 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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Artificial Intelligence · 1 work](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/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](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/julian-dolby/year/2026/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/julian-dolby/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks](https://md.research.elamur.ai/free/en/papers/puri-2021-codenet-large-scale-ai-code/)** *(2021 · 141 citations)* AI for Code research has lacked a large, well-curated benchmark comparable to ImageNet. IBM Research addresses this with CodeNet, a dataset built from submissions to two online judge platforms, AIZU and AtCoder. It holds almost 14 million programs, about 500 million lines, in 55 programming languages, grouped under… 2. **[Generalization in Graph Reasoning: A Systematic Comparison of LLM Training Approaches](https://md.research.elamur.ai/free/en/papers/shirai-2026-generalization-graph-reasoning-systematic-comparison/)** *(2026)* The paper asks which training strategy actually helps LLMs reason over graphs in a way that transfers beyond the training setting. ## Co-authors here 2 co-authors with a page, the most papers together first. - [Jie Chen](https://md.research.elamur.ai/free/en/authors/jie-chen/) - [Wei Zhang](https://md.research.elamur.ai/free/en/authors/wei-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era](https://md.research.elamur.ai/free/en/venues/surgellm/): [Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era 2026](https://md.research.elamur.ai/free/en/venues/surgellm/2026/) ## Cited by Papers of our library cite their works 69 times (of the 149,439 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/julian-dolby/cited-by/). Updated 2 November 2026