--- title: "Dianbo Liu — author profile and papers — Elamur Research" description: "Dianbo Liu, National University of Singapore: 2 papers on Elamur Research (2025–2026), h-index 22 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/dianbo-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dianbo-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dianbo Liu # Dianbo Liu Dianbo Liu 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/); often with [Anirudh Goyal](https://md.research.elamur.ai/free/en/authors/anirudh-goyal/), [Vedant Shah](https://md.research.elamur.ai/free/en/authors/vedant-shah/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5014407399) · [ORCID](https://orcid.org/0000-0002-3042-9161) · [Wikidata](https://www.wikidata.org/wiki/Q92016096) · [**h-index 22**](https://openalex.org/authors/A5014407399) · [144 works](https://openalex.org/works?filter=author.id:A5014407399) · [6,260 citations](https://openalex.org/works?filter=author.id:A5014407399&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/dianbo-liu/#papers) · [🔗 Cited 11 times in our library](https://md.research.elamur.ai/free/en/authors/dianbo-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12509](https://md.research.elamur.ai/free/en/paper-stars/page/126/#star-12509) 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=Dianbo+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dianbo+Liu) · [dblp](https://dblp.org/search?q=Dianbo+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Dianbo+Liu) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2024–2026 · 66 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🔬**Mila - Quebec Artificial Intelligence Institute** Montreal · Canada 2021–2026 · 22 papers*current*](https://md.research.elamur.ai/free/en/labs/mila-quebec-artificial-intelligence-institute/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2017–2025 · 36 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🔬**MIT Computer Science and Artificial Intelligence Laboratory** Cambridge · United States 2017–2025 · 27 papers](https://md.research.elamur.ai/free/en/labs/mit-computer-science-and-artificial-intelligence-laboratory/) · [🎓**Harvard University** Cambridge · United States 2018–2025 · 22 papers](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🏥**Boston Children's Hospital** Boston · United States 2019–2022 · 14 papers](https://md.research.elamur.ai/free/en/hospitals/boston-children-s-hospital/) · [🔬**Broad Institute** Cambridge · United States 2017–2024 · 11 papers](https://md.research.elamur.ai/free/en/labs/broad-institute/) · [🎓**University of Dundee** Dundee · United Kingdom 2017–2019 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-dundee/) · [🏥**Shanghai Pulmonary Hospital** Shanghai · China 2020–2022 · 4 papers](https://ror.org/033nbnf69) · [🎓**Stanford University** Stanford · United States 2020–2022 · 4 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 19 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 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/dianbo-liu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/dianbo-liu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Auto-Discovery-Bench: Diagnosing Structured State Tracking in Oracle-Guided Discovery](https://md.research.elamur.ai/free/en/papers/chen-2025-auto-discovery-bench-diagnosing-structured/)** *(2025 · 6 citations)* Agents meant to help with scientific discovery must keep a structured picture of a hidden system accurate across many rounds of experiments and feedback. 2. **[Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models](https://md.research.elamur.ai/free/en/papers/vetcha-2026-decoupling-generalization-adaptation-meta-learning/)** *(2026)* Meta-learning methods for LLMs such as MAML-en-LLM and ABMLL help LoRA-adapted models learn new tasks quickly. ## 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. **[FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters ↗](https://doi.org/10.1109/iccv48922.2021.01077) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yuwei Cheng et al.*2021 · 149 citations* 2. **[Two-stage Federated Phenotyping and Patient Representation Learning ↗](https://aclanthology.org/W19-5030/) Proceedings of the 18th BioNLP Workshop and Shared Task · no summary yet**Dianbo Liu, Dmitriy Dligach, Timothy Miller*2019 · 102 citations* 3. [**Auto-Discovery-Bench: Diagnosing Structured State Tracking in Oracle-Guided Discovery arXiv:2502.15224**Tingting Chen, Beibei Lin, Srinivas Anumasa, et al.*2025 · 6 citations*](https://md.research.elamur.ai/free/en/papers/chen-2025-auto-discovery-bench-diagnosing-structured/) 4. **[Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models](https://md.research.elamur.ai/free/en/papers/vetcha-2026-decoupling-generalization-adaptation-meta-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Nitin Vetcha, Binqian Xu, Dianbo Liu*2026* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Anirudh Goyal](https://md.research.elamur.ai/free/en/authors/anirudh-goyal/) - [Vedant Shah](https://md.research.elamur.ai/free/en/authors/vedant-shah/) ## 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/) - IEEE/CVF International Conference on Computer Vision (ICCV) - Proceedings of the 18th BioNLP Workshop and Shared Task ## Cited by Papers of our library cite their works 11 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/dianbo-liu/cited-by/). Updated 3 November 2026