--- title: "Xiao-Yang Liu — author profile and papers — Elamur Research" description: "Xiao-Yang Liu, University of Science and Technology of China: 2 papers on Elamur Research (2023–2026), h-index 39 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/xiao-yang-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiao-yang-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiao-Yang Liu # Xiao-Yang Liu Xiao-Yang Liu has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/), [Sophia Ananiadou](https://md.research.elamur.ai/free/en/authors/sophia-ananiadou/), [Tianlei Zhu](https://md.research.elamur.ai/free/en/authors/tianlei-zhu/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5100405233) · [ORCID](https://orcid.org/0000-0002-9532-1709) · [Wikidata](https://www.wikidata.org/wiki/Q130800485) · [**h-index 39**](https://openalex.org/authors/A5100405233) · [218 works](https://openalex.org/works?filter=author.id:A5100405233) · [4,808 citations](https://openalex.org/works?filter=author.id:A5100405233&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiao-yang-liu/#papers) · [🔗 Cited 126 times in our library](https://md.research.elamur.ai/free/en/authors/xiao-yang-liu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4551](https://md.research.elamur.ai/free/en/paper-stars/page/46/#star-4551) 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=Xiao-Yang+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiao-Yang+Liu) · [dblp](https://dblp.org/search?q=Xiao-Yang+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Xiao-Yang+Liu) ## Affiliations [🎓**Columbia University** New York · United States 2016–2026 · 99 papers*current*](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🎓**University of Science and Technology of China** Hefei · China 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2010–2022 · 43 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🎓**Rensselaer Polytechnic Institute** Troy · United States 2023–2024 · 9 papers](https://md.research.elamur.ai/free/en/universities/rensselaer-polytechnic-institute/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2022–2025 · 5 papers](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🔬**Wuhan National Laboratory for Optoelectronics** Wuhan · China 2022–2025 · 4 papers](https://ror.org/03c9ncn37) · [🎓**Jiangsu Normal University** Tongshan · China 2012–2023 · 4 papers](https://md.research.elamur.ai/free/en/universities/jiangsu-normal-university/) · [🎓**Chongqing University of Technology** Chongqing · China 2017–2019 · 4 papers](https://ror.org/04vgbd477) · [🎓**McGill University** Montreal · Canada 2013–2017 · 4 papers](https://md.research.elamur.ai/free/en/universities/mcgill-university/) · [🎓**Inner Mongolia University of Technology** Hohhot · China 2021–2022 · 3 papers](https://ror.org/05564e019) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 34 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 8 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/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 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/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/xiao-yang-liu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xiao-yang-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[FinGPT: Open-Source Financial Large Language Models](https://md.research.elamur.ai/free/en/papers/yang-2023-fingpt-open-source-financial-large/)** *(2023 · 445 citations)* Financial text is hard for LLMs because it is time-critical, changes constantly, and contains much more noise than useful signal. 2. **[MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model](https://md.research.elamur.ai/free/en/papers/liu-2026-mfmdqwen-multilingual-financial-misinformation-detection/)** *(2026)* False or manipulated financial content is hard to detect because it often hides in small numerical edits, exaggerated sentiment or inverted cause–effect claims. ## 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. [**FinGPT: Open-Source Financial Large Language Models arXiv:2306.06031**Hongyang Yang, Xiao-Yang Liu, Christina Dan Wang*2023 · 445 citations*](https://md.research.elamur.ai/free/en/papers/yang-2023-fingpt-open-source-financial-large/) 2. **[Deep Tensor ADMM-Net for Snapshot Compressive Imaging ↗](https://doi.org/10.1109/iccv.2019.01032) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiawei Ma et al.*2019 · 193 citations* 3. **[MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model](https://md.research.elamur.ai/free/en/papers/liu-2026-mfmdqwen-multilingual-financial-misinformation-detection/) [Workshop on Multilinguality in the Era of Large Language Models](https://md.research.elamur.ai/free/en/venues/mellm/)**Zhiwei Liu, Yuyan Wang, Yuechen Jiang, et al.*2026* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Jimin Huang](https://md.research.elamur.ai/free/en/authors/jimin-huang/) - [Sophia Ananiadou](https://md.research.elamur.ai/free/en/authors/sophia-ananiadou/) - [Tianlei Zhu](https://md.research.elamur.ai/free/en/authors/tianlei-zhu/) - [Yuechen Jiang](https://md.research.elamur.ai/free/en/authors/yuechen-jiang/) - [Yupeng Cao](https://md.research.elamur.ai/free/en/authors/yupeng-cao/) - [Zhiwei Liu](https://md.research.elamur.ai/free/en/authors/zhiwei-liu/) - [Zhiyang Deng](https://md.research.elamur.ai/free/en/authors/zhiyang-deng/) - [Zhiyuan Yao](https://md.research.elamur.ai/free/en/authors/zhiyuan-yao/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Multilinguality in the Era of Large Language Models](https://md.research.elamur.ai/free/en/venues/mellm/): [Workshop on Multilinguality in the Era of Large Language Models 2026](https://md.research.elamur.ai/free/en/venues/mellm/2026/) - IEEE/CVF International Conference on Computer Vision (ICCV) ## Cited by Papers of our library cite their works 126 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/xiao-yang-liu/cited-by/). Updated 2 November 2026