Wenxuan Huang
Wenxuan Huang has 2 papers in our library, in 2025–2026, most of them on Vision & language, Language models & pretraining, Reasoning; often with Fei Zhao, Feng Zhao, Lin Chen.
OpenAlex · ORCID · h-index 4 · 18 works · 53 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 100 times in our library · ⭐ Paper Stars ranking: #7877
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Vision & language · 2 worksLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models (2025 · 92 citations)
The paper asks whether reinforcement learning, which DeepSeek-R1-Zero used to elicit reasoning in text-only LLMs, can do the same for MLLMs. - UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision (2026 · 11 citations)
Unified Multimodal Models (UMMs) often judge images accurately but cannot produce scenes of the same quality themselves.
Co-authors here
- Fei Zhao
- Feng Zhao
- Lin Chen
- Shaosheng Cao
- Yao Hu
- Yi Cao
- Yu Zeng
- Zehui Chen
- Zhe Xu
- Zhen Fang
- Zheyu Ye
- Ziheng Wang
Venues
Cited by
Updated
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