--- title: "Ze Liu — author profile and papers — Elamur Research" description: "Ze Liu: 2 papers on Elamur Research (2021–2025), h-index 16 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/ze-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ze-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ze Liu # Ze Liu Ze Liu has 2 papers in our library, in 2021–2025, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Bo Zhao](https://md.research.elamur.ai/free/en/authors/bo-zhao/), [Chen Jason Zhang](https://md.research.elamur.ai/free/en/authors/chen-jason-zhang/), [Defu Lian](https://md.research.elamur.ai/free/en/authors/defu-lian/). 2 papers in our library · 2021–2025 [OpenAlex](https://openalex.org/A5100349451) · [ORCID](https://orcid.org/0000-0001-8512-5408) · [Wikidata](https://www.wikidata.org/wiki/Q57899500) · [**h-index 16**](https://openalex.org/authors/A5100349451) · [43 works](https://openalex.org/works?filter=author.id:A5100349451) · [38,458 citations](https://openalex.org/works?filter=author.id:A5100349451&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ze-liu/#papers) · [🔗 Cited 901 times in our library](https://md.research.elamur.ai/free/en/authors/ze-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #50](https://md.research.elamur.ai/free/en/paper-stars/#star-50) 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=Ze+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ze+Liu) · [dblp](https://dblp.org/search?q=Ze+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Ze+Liu) ## Affiliations [🎓**Ocean University of China** Qingdao · China 2017–2025 · 24 papersEducation](https://md.research.elamur.ai/free/en/universities/ocean-university-of-china/) · [🔬**Qingdao National Laboratory for Marine Science and Technology** Qingdao · China 2017–2025 · 18 papers](https://ror.org/026sv7t11) · [🎓**University of Science and Technology of China** Hefei · China 2021–2022 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🏢**Microsoft Research Asia** Beijing · China 2021–2022 · 3 papers](https://md.research.elamur.ai/free/en/companies/microsoft-research-asia/) · [🔬**Laoshan Laboratory** Qingdao 2023–2024 · 2 papers](https://ror.org/041w4c980) · [🔬**China Land Surveying and Planning Institute** Beijing · China 2023 · 2 papers](https://ror.org/01dqnej95) · [🏛️**Ministry of Natural Resources** Beijing · China 2023 · 2 papers](https://ror.org/02kxqx159) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 3 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/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Transformer and attention · 1 work](https://md.research.elamur.ai/free/en/concepts/transformer/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/ze-liu/year/2025/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/ze-liu/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Swin Transformer: Hierarchical Vision Transformer using Shifted Windows](https://md.research.elamur.ai/free/en/papers/liu-2021-swin-transformer-hierarchical-vision-transformer/)** *(2021 · 33,968 citations)* Transformers dominate NLP, but adapting them to vision is difficult. Objects appear at very different sizes, and images contain far more pixels than a text has words, so global self-attention cost grows quadratically with resolution. Earlier vision Transformers such as ViT/DeiT also produce only a single coarse… 2. **[MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval](https://md.research.elamur.ai/free/en/papers/zhou-2025-megapairs-massive-data-synthesis-universal/)** *(2025 · 26 citations)* Universal multimodal retrievers, which must handle tasks such as composed image retrieval (CIR) beyond plain text-to-image matching, are held back by a shortage of instruction-tuning data. ## 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. **[Swin Transformer: Hierarchical Vision Transformer using Shifted Windows](https://md.research.elamur.ai/free/en/papers/liu-2021-swin-transformer-hierarchical-vision-transformer/) [IEEE/CVF International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/)**Ze Liu, Yutong Lin, Yue Cao, et al.*2021 · 33,968 citations* 2. **[Swin Transformer V2: Scaling Up Capacity and Resolution ↗](https://doi.org/10.1109/cvpr52688.2022.01170) 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**Ze Liu et al.*2022 · 2,584 citations* 3. **[Video Swin Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00320) 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**Ze Liu et al.*2022 · 2,227 citations* 4. **[MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval](https://md.research.elamur.ai/free/en/papers/zhou-2025-megapairs-massive-data-synthesis-universal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junjie Zhou, Yongping Xiong, Zheng Liu, et al.*2025 · 26 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Bo Zhao](https://md.research.elamur.ai/free/en/authors/bo-zhao/) - [Chen Jason Zhang](https://md.research.elamur.ai/free/en/authors/chen-jason-zhang/) - [Defu Lian](https://md.research.elamur.ai/free/en/authors/defu-lian/) - [Han Hu](https://md.research.elamur.ai/free/en/authors/han-hu/) - [Shitao Xiao](https://md.research.elamur.ai/free/en/authors/shitao-xiao/) - [Yue Cao](https://md.research.elamur.ai/free/en/authors/yue-cao/) - [Zheng Liu](https://md.research.elamur.ai/free/en/authors/zheng-liu/) - [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/) ## 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 ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [IEEE/CVF International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/): [ICCV 2021](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2021/) ## Cited by Papers of our library cite their works 901 times (of the 149,439 papers whose bibliographies we read); [34 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ze-liu/cited-by/). Updated 1 November 2026