--- title: "Wenyu Liu · Ningbo University — author profile and papers" description: "Wenyu Liu, Ningbo University: 2 papers on Elamur Research (2023–2024), h-index 83 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/wenyu-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/wenyu-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Wenyu Liu # Wenyu Liu Wenyu Liu has 2 papers in our library, in 2023–2024; often with [Xinggang Wang](https://md.research.elamur.ai/free/en/authors/xinggang-wang/), [Lianghui Zhu](https://md.research.elamur.ai/free/en/authors/lianghui-zhu/), [Lingxi Xie](https://md.research.elamur.ai/free/en/authors/lingxi-xie/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5100665053) · [ORCID](https://orcid.org/0000-0002-4582-7488) · [Wikidata](https://www.wikidata.org/wiki/Q79562614) · [**h-index 83**](https://openalex.org/authors/A5100665053) · [822 works](https://openalex.org/works?filter=author.id:A5100665053) · [40,685 citations](https://openalex.org/works?filter=author.id:A5100665053&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/wenyu-liu/#papers) · [🔗 Cited 349 times in our library](https://md.research.elamur.ai/free/en/authors/wenyu-liu/cited-by/) · [14 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2131](https://md.research.elamur.ai/free/en/paper-stars/page/22/#star-2131) 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=Wenyu+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Wenyu+Liu) · [dblp](https://dblp.org/search?q=Wenyu+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Wenyu+Liu) ## Affiliations [🎓**Huazhong University of Science and Technology** Wuhan · China 1991–2026 · 422 papersEducation 2008–2011 · Ph.D, School of Electronic Information and CommunicationsEmployment since 1991 · Professor, School of Electronic Information and Communications*current*](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🎓**Dalian University of Technology** Dalian · China 2008–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/dalian-university-of-technology/) · [🎓**Tsinghua University** Beijing · China 2011–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Jiangxi University of Water Resources and Electric Power** Nanchang · China 2024–2026 · 7 papers*current*](https://ror.org/00avfj807) · [🎓**Qilu University of Technology** Jinan · China 2023–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/qilu-university-of-technology/) · [🎓**Dalian Polytechnic University** Dalian · China 2026 · 3 papers*current*](https://ror.org/00c7x4a95) · [🎓**Xi'an University of Technology** Xi'an · China 2026 · 3 papers*current*](https://ror.org/038avdt50) · [🎓**Ningbo University** Ningbo · China 2025–2026 · 2 papers*current*](https://ror.org/03et85d35) · [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) · [🎓**China University of Geosciences** Wuhan · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/china-university-of-geosciences/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 143 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 6 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/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computational Mechanics · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/computational-mechanics/) · [Computer Graphics and Computer-Aided Design · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-graphics-and-computer-aided-design/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/wenyu-liu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/wenyu-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[4D Gaussian Splatting for Real-Time Dynamic Scene Rendering](https://md.research.elamur.ai/free/en/papers/wu-2023-4d-gaussian-splatting-real-time/)** *(2023 · 887 citations)* Rendering dynamic scenes from new viewpoints and timestamps is hard to do both accurately and quickly. NeRF-style methods remain slow at render time. The obvious extension of 3D Gaussian Splatting (3D-GS) is to fit separate Gaussians for every frame, as Dynamic3DGS does, but then storage grows with sequence length.… 2. **[Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model](https://md.research.elamur.ai/free/en/papers/zhu-2024-vision-mamba-efficient-visual-representation/)** *(2024 · 500 citations)* Vision Transformers give each patch global, input-dependent context, but self-attention becomes slow and memory-hungry on high-resolution images with many tokens. ## All works 16 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. **[TextBoxes: A Fast Text Detector with a Single Deep Neural Network ↗](https://doi.org/10.1609/aaai.v31i1.11196) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Minghui Liao et al.*2017 · 971 citations* 2. **[4D Gaussian Splatting for Real-Time Dynamic Scene Rendering](https://md.research.elamur.ai/free/en/papers/wu-2023-4d-gaussian-splatting-real-time/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Guanjun Wu, Taoran Yi, Jiemin Fang, et al.*2023 · 887 citations* 3. **[YOLO-World: Real-Time Open-Vocabulary Object Detection ↗](https://arxiv.org/abs/2401.17270) arXiv:2401.17270 · no summary yet**Tianheng Cheng et al.*2024 · 790 citations* 4. **[Multi-oriented Text Detection with Fully Convolutional Networks ↗](https://doi.org/10.1109/cvpr.2016.451) 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**Zheng Zhang et al.*2016 · 610 citations* 5. **[Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions ↗](https://doi.org/10.1609/aaai.v36i2.20072) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Wenyu Liu et al.*2022 · 606 citations* 6. **[Multiple Instance Detection Network with Online Instance Classifier Refinement ↗](https://doi.org/10.1109/cvpr.2017.326) 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**Peng Tang et al.*2017 · 505 citations* 7. [**Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model arXiv:2401.09417**Lianghui Zhu, Bencheng Liao, Qian Zhang, et al.*2024 · 500 citations*](https://md.research.elamur.ai/free/en/papers/zhu-2024-vision-mamba-efficient-visual-representation/) 8. **[CCNet: Criss-Cross Attention for Semantic Segmentation ↗](https://arxiv.org/abs/1811.11721) arXiv:1811.11721 · no summary yet**Zilong Huang et al.*2018 · 396 citations* 9. **[TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01177) 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**Wenqiang Zhang et al.*2022 · 352 citations* 10. **[VAD: Vectorized Scene Representation for Efficient Autonomous Driving ↗](https://doi.org/10.1109/iccv51070.2023.00766) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Bo Jiang et al.*2023 · 346 citations* 11. **[Instances as Queries ↗](https://doi.org/10.1109/iccv48922.2021.00683) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yuxin Fang et al.*2021 · 330 citations* 12. **[Sparse Instance Activation for Real-Time Instance Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00439) 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**Tianheng Cheng et al.*2022 · 214 citations* 13. **[Context-Sensitive Temporal Feature Learning for Gait Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01267) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xiaohu Huang et al.*2021 · 191 citations* 14. **[GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models ↗](https://arxiv.org/abs/2310.08529) arXiv:2310.08529 · no summary yet**Taoran Yi et al.*2023 · 170 citations* 15. **[Similarity Fusion for Visual Tracking ↗](https://doi.org/10.1007/s11263-015-0879-9) International Journal of Computer Vision · no summary yet**Yu Chen Zhou et al.*2016 · 89 citations* 16. **[MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens ↗](https://arxiv.org/abs/2105.15168) arXiv:2105.15168 · no summary yet**Jiemin Fang et al.*2021 · 85 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Xinggang Wang](https://md.research.elamur.ai/free/en/authors/xinggang-wang/) ×2 - [Lianghui Zhu](https://md.research.elamur.ai/free/en/authors/lianghui-zhu/) - [Lingxi Xie](https://md.research.elamur.ai/free/en/authors/lingxi-xie/) - [Qi Tian](https://md.research.elamur.ai/free/en/authors/qi-tian/) - [Qian Zhang](https://md.research.elamur.ai/free/en/authors/qian-zhang/) - [Wei Wei](https://md.research.elamur.ai/free/en/authors/wei-wei/) - [Xinlong Wang](https://md.research.elamur.ai/free/en/authors/xinlong-wang/) ## 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) ×3 - Proceedings of the AAAI Conference on Artificial Intelligence ×2 - [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/): [IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/) - International Journal of Computer Vision ## Cited by Papers of our library cite their works 349 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/wenyu-liu/cited-by/). Updated 2 November 2026