Ze Liu
Ze Liu has 2 papers in our library, in 2021–2025, most of them on Information retrieval & search, Vision & language; often with Bo Zhao, Chen Jason Zhang, Defu Lian.
OpenAlex · ORCID · Wikidata · h-index 16 · 43 works · 38,458 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 901 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #50
Affiliations
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workVision & language · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Transformer and attention · 1 work
Works by year
2020s
Papers
- Swin Transformer: Hierarchical Vision Transformer using Shifted Windows (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… - MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval (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
- Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsIEEE/CVF International Conference on Computer Vision (ICCV)Ze Liu, Yutong Lin, Yue Cao, et al.2021 · 33,968 citations
- Swin Transformer V2: Scaling Up Capacity and Resolution ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZe Liu et al.2022 · 2,584 citations
- Video Swin Transformer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZe Liu et al.2022 · 2,227 citations
- MegaPairs: Massive Data Synthesis for Universal Multimodal RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Junjie Zhou, Yongping Xiong, Zheng Liu, et al.2025 · 26 citations
Co-authors here
Venues
- 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): ACL 2025
- IEEE/CVF International Conference on Computer Vision (ICCV): ICCV 2021
Cited by
Updated
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