Haoyu Lu
Haoyu Lu has 2 papers in our library, in 2024–2025, most of them on Vision & language, Language models & pretraining, Reasoning; often with Bo Zhang, Bingxuan Wang, Bo Liu.
OpenAlex · ORCID · h-index 5 · 19 works · 187 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 631 times in our library · ⭐ Paper Stars ranking: #6071
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
- DeepSeek-VL: Towards Real-World Vision-Language Understanding (2024 · 208 citations)
DeepSeek-VL is an open-source vision-language model from DeepSeek-AI. It targets a known problem: open models score well on academic benchmarks but often fall short of proprietary systems like GPT-4V in practical use. The authors attribute this to three causes: too little multimodal pretraining, instruction data… - R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization (2025 · 55 citations)
Vision-language models often see an image correctly but reason about it shallowly. Text-only reasoners like Deepseek-R1 reason well but fail when the image caption they receive is incomplete. R1-Onevision addresses this gap with a cross-modal pipeline that first converts images into formal textual descriptions.…
Co-authors here
- Bo Zhang ×2
- Bingxuan Wang
- Bo Liu
- Chengqi Deng
- Hao Yang
- Kai Dong
- Minfeng Zhu
- Wei Chen
- Wen Liu
- Yaofeng Sun
- Yi Yang
- Zhuoshu Li
Cited by
Updated
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