--- title: "Haowei Liu — author profile and papers — Elamur Research" description: "Haowei Liu, University of Science and Technology of China: 2 papers on Elamur Research (2023–2024), h-index 20 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/haowei-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/haowei-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Haowei Liu # Haowei Liu Haowei Liu has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Anwen Hu](https://md.research.elamur.ai/free/en/authors/anwen-hu/), [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/), [Haiyang Xu](https://md.research.elamur.ai/free/en/authors/haiyang-xu/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5075202003) · [ORCID](https://orcid.org/0000-0002-0439-2692) · [Wikidata](https://www.wikidata.org/wiki/Q130898823) · [**h-index 20**](https://openalex.org/authors/A5075202003) · [105 works](https://openalex.org/works?filter=author.id:A5075202003) · [1,319 citations](https://openalex.org/works?filter=author.id:A5075202003&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/haowei-liu/#papers) · [🔗 Cited 180 times in our library](https://md.research.elamur.ai/free/en/authors/haowei-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6426](https://md.research.elamur.ai/free/en/paper-stars/page/65/#star-6426) 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=Haowei+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Haowei+Liu) · [dblp](https://dblp.org/search?q=Haowei+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Haowei+Liu) ## Affiliations [🎓**Chengdu University** Chengdu · China 2023–2026 · 7 papers*current*](https://ror.org/034z67559) · [🎓**China University of Petroleum, Beijing** Beijing · China 2010–2026 · 6 papers*current*](https://ror.org/041qf4r12) · [🔬**State Key Laboratory of Heavy Oil** Beijing · China 2023–2026 · 4 papers*current*](https://ror.org/006rwj939) · [🎓**University of Science and Technology of China** Hefei · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**University of Washington** Seattle · United States 2010–2013 · 11 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2016–2024 · 9 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Ningxia University** Yinchuan · China 2022–2025 · 7 papers](https://ror.org/04j7b2v61) · [🔬**Institute of Automation** Beijing · China 2021–2024 · 7 papers](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2020–2024 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2022–2023 · 4 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 25 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).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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 · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/haowei-liu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/haowei-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration](https://md.research.elamur.ai/free/en/papers/ye-2023-mplug-owl2-revolutionizing-multi-modal/)** *(2023 · 144 citations)* Multi-modal LLMs usually take one of two routes. Some keep the language model frozen and feed it visual features through a Q-former or a linear projection, which limits how much the modalities can help each other. Others fine-tune the LLM on multi-modal instructions, which tends to weaken its text skills. mPLUG-Owl2… 2. **[mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models](https://md.research.elamur.ai/free/en/papers/ye-2024-mplug-owl3-towards-long-image/)** *(2024 · 60 citations)* Most multimodal LLMs handle one image well but falter on long image sequences, such as retrieved image-text examples, interleaved dialogues or hours-long video. ## 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. **[mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration ↗](https://doi.org/10.1109/cvpr52733.2024.01239) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qinghao Ye et al.*2024 · 187 citations* 2. [**mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration arXiv:2311.04257**Qinghao Ye, Haiyang Xu, Jiabo Ye, et al.*2023 · 144 citations*](https://md.research.elamur.ai/free/en/papers/ye-2023-mplug-owl2-revolutionizing-multi-modal/) 3. [**mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models arXiv:2408.04840**Jiabo Ye, Haiyang Xu, Haowei Liu, et al.*2024 · 60 citations*](https://md.research.elamur.ai/free/en/papers/ye-2024-mplug-owl3-towards-long-image/) 4. **[A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics ↗](https://arxiv.org/abs/2502.14333) arXiv:2502.14333 · no summary yet**Ting-Ruen Wei et al.*2025 · 7 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Anwen Hu](https://md.research.elamur.ai/free/en/authors/anwen-hu/) ×2 - [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/) ×2 - [Haiyang Xu](https://md.research.elamur.ai/free/en/authors/haiyang-xu/) ×2 - [Ji Zhang](https://md.research.elamur.ai/free/en/authors/ji-zhang/) ×2 - [Jiabo Ye](https://md.research.elamur.ai/free/en/authors/jiabo-ye/) ×2 - [Jingren Zhou](https://md.research.elamur.ai/free/en/authors/jingren-zhou/) ×2 - [Ming Yan](https://md.research.elamur.ai/free/en/authors/ming-yan/) ×2 - [Qi Qian](https://md.research.elamur.ai/free/en/authors/qi-qian/) ×2 - [Qinghao Ye](https://md.research.elamur.ai/free/en/authors/qinghao-ye/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 180 times (of the 149,439 papers whose bibliographies we read); [44 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/haowei-liu/cited-by/). Updated 2 November 2026