--- title: "Xiaowei Hu — author profile and papers · Vision & language" description: "Xiaowei Hu, Harbin Institute of Technology: 2 papers on Elamur Research (2020–2022), h-index 43 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xiaowei-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaowei-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaowei Hu # Xiaowei Hu Xiaowei Hu has 2 papers in our library, in 2020–2022, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Lijuan Wang](https://md.research.elamur.ai/free/en/authors/lijuan-wang/), [Ce Liu](https://md.research.elamur.ai/free/en/authors/ce-liu/), [Chunyuan Li](https://md.research.elamur.ai/free/en/authors/chunyuan-li/). 2 papers in our library · 2020–2022 [OpenAlex](https://openalex.org/A5027851405) · [ORCID](https://orcid.org/0000-0002-5708-7018) · [Wikidata](https://www.wikidata.org/wiki/Q131167123) · [**h-index 43**](https://openalex.org/authors/A5027851405) · [160 works](https://openalex.org/works?filter=author.id:A5027851405) · [9,356 citations](https://openalex.org/works?filter=author.id:A5027851405&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiaowei-hu/#papers) · [🔗 Cited 621 times in our library](https://md.research.elamur.ai/free/en/authors/xiaowei-hu/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1503](https://md.research.elamur.ai/free/en/paper-stars/page/16/#star-1503) 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=Xiaowei+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaowei+Hu) · [dblp](https://dblp.org/search?q=Xiaowei+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaowei+Hu) ## Affiliations [🎓**Harbin Institute of Technology** Harbin · China 2009–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**South China University of Technology** Guangzhou · China 2011–2026 · 12 papersEducation 2012–2016 · B.E., Computer Science and EngineeringEmployment since 2025 · Professor, School of Future Technology*current*](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🏥**University Hospital of Geneva** Geneva · Switzerland 2023–2026 · 5 papers*current*](https://ror.org/01m1pv723) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2016–2023 · 34 papersEducation 2016–2020 · Ph.D., Computer Science and EngineeringEmployment 2020–2022 · Postdoctoral Fellow](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2022–2025 · 21 papersEmployment 2022–2025 · Research Scientist](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🏢**Microsoft** Redmond · United States 2020–2022 · 8 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Tongji University** Shanghai · China 2021–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**Air Force Engineering University** Xi'an · China 2024–2025 · 5 papers](https://ror.org/00seraz22) · [🎓**University of Fribourg** Fribourg · Switzerland 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-fribourg/) · [🤝**Chinese Academy of Fishery Sciences** Beijing · China 2023 · 2 papers](https://ror.org/02bwk9n38) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 38 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 2 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/) 🧭 Topics 2 Research subjects and languages the work is about.[Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Semantics · 1 work](https://md.research.elamur.ai/free/en/concepts/semantics/) ## Works by year ### 2020s [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaowei-hu/year/2022/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaowei-hu/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks](https://md.research.elamur.ai/free/en/papers/li-2020-oscar-object-semantics-aligned-pre/)** *(2020 · 1,877 citations)* Vision-language pre-training (VLP) models usually feed a Transformer a concatenation of image region features and text tokens, then rely on self-attention to discover which regions correspond to which words. 2. **[GIT: A Generative Image-to-text Transformer for Vision and Language](https://md.research.elamur.ai/free/en/papers/wang-2022-git-generative-image-text-transformer/)** *(2022 · 319 citations)* Vision-language systems for captioning and visual question answering often rely on intricate multi-module designs. ## All works 10 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. **[Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks](https://md.research.elamur.ai/free/en/papers/li-2020-oscar-object-semantics-aligned-pre/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Xiujun Li, Xi Yin, Chunyuan Li, et al.*2020 · 1,877 citations* 2. **[InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗](https://doi.org/10.1109/cvpr52729.2023.01385) 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**Wenhai Wang et al.*2023 · 1,040 citations* 3. **[An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗](https://doi.org/10.1609/aaai.v36i3.20215) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhengyuan Yang et al.*2022 · 425 citations* 4. **[Depth-Attentional Features for Single-Image Rain Removal ↗](https://doi.org/10.1109/cvpr.2019.00821) 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**Xiaowei Hu et al.*2019 · 394 citations* 5. [**GIT: A Generative Image-to-text Transformer for Vision and Language arXiv:2205.14100**Jianfeng Wang, Zhengyuan Yang, Xiaowei Hu, et al.*2022 · 319 citations*](https://md.research.elamur.ai/free/en/papers/wang-2022-git-generative-image-text-transformer/) 6. **[Scaling Up Vision-Language Pretraining for Image Captioning ↗](https://doi.org/10.1109/cvpr52688.2022.01745) 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**Xiaowei Hu et al.*2022 · 237 citations* 7. **[Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection ↗](https://doi.org/10.1609/aaai.v35i4.16420) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xudong Yan et al.*2021 · 180 citations* 8. **[Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions ↗](https://doi.org/10.1109/cvpr52729.2023.02083) 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**Yurui Zhu et al.*2023 · 171 citations* 9. **[Deep Multi-Model Fusion for Single-Image Dehazing ↗](https://doi.org/10.1109/iccv.2019.00254) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zijun Deng et al.*2019 · 139 citations* 10. **[Compressing Visual-linguistic Model via Knowledge Distillation ↗](https://doi.org/10.1109/iccv48922.2021.00146) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zhiyuan Fang et al.*2021 · 85 citations* ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Lijuan Wang](https://md.research.elamur.ai/free/en/authors/lijuan-wang/) ×2 - [Ce Liu](https://md.research.elamur.ai/free/en/authors/ce-liu/) - [Chunyuan Li](https://md.research.elamur.ai/free/en/authors/chunyuan-li/) - [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/) - [Jianfeng Gao](https://md.research.elamur.ai/free/en/authors/jianfeng-gao/) - [Jianfeng Wang](https://md.research.elamur.ai/free/en/authors/jianfeng-wang/) - [Kevin Lin](https://md.research.elamur.ai/free/en/authors/kevin-lin/) - [Lei Zhang](https://md.research.elamur.ai/free/en/authors/lei-zhang/) - [Li Dong](https://md.research.elamur.ai/free/en/authors/li-dong/) - [Linjie Li](https://md.research.elamur.ai/free/en/authors/linjie-li/) - [Pengchuan Zhang](https://md.research.elamur.ai/free/en/authors/pengchuan-zhang/) - [Xiujun Li](https://md.research.elamur.ai/free/en/authors/xiujun-li/) ## 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 ×4 - IEEE/CVF International Conference on Computer Vision (ICCV) ×2 - Proceedings of the AAAI Conference on Artificial Intelligence ×2 - [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/): [Lecture notes in computer science 2020](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/2020/) ## Cited by Papers of our library cite their works 621 times (of the 149,439 papers whose bibliographies we read); [76 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiaowei-hu/cited-by/). Updated 2 November 2026