Ziqi Huang
Ziqi Huang has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Vision & language; often with Bin Liu, Kai Zou, Ning Yu.
OpenAlex · ORCID · h-index 10 · 43 works · 921 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 188 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #10800
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workArtificial Intelligence · 1 workLanguage and Linguistics · 1 workComputer Graphics and Computer-Aided Design · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark (2026 · 3 citations)
Unified multimodal models are meant to both interpret and produce images. Existing benchmarks, however, mostly test these two skills separately, or only check loose links between them such as content association or consistency. Uni-MMMU fills this gap with eight reasoning-heavy tasks where one ability logically… - MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling (2026 · 1 citation)
Current generative video models can produce convincing single shots, but they struggle to build minute-long stories.
All works
- VBench: Comprehensive Benchmark Suite for Video Generative Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZiqi Huang et al.2024 · 572 citations
- FreeU: Free Lunch in Diffusion U-Net ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenyang Si et al.2024 · 143 citations
- Uni-MMMU: A Massive Multi-discipline Multimodal Unified BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Zou, Ziqi Huang, Yuhao Dong, et al.2026 · 3 citations
- MAViS: A Multi-Agent Framework for Long-Sequence Video StorytellingConference of the European Chapter of the Association for Computational Linguistics (EACL)Qian Wang, Ziqi Huang, Ruoxi Jia, et al.2026 · 1 citation
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 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Cited by
Updated
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