Zhenbo Luo
Zhenbo Luo has 2 papers in our library, in 2025–2026, most of them on Reasoning, Language models & pretraining, Vision & language; often with Jian Luan, Hang Li, Ruihua Song.
OpenAlex · ORCID · h-index 15 · 35 works · 2,769 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 69 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #10383
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 4Research subjects and languages the work is about.Reasoning · 2 worksEfficient models & compression · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains (2025 · 19 citations)
Chain-of-Thought prompting improves LLM accuracy on math problems, but it produces long token sequences that are slow and costly to generate. - Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA (2026)
The paper addresses question answering over long, visually dense multi-page documents without OCR. Existing approaches have clear weaknesses. End-to-end multimodal models handle long documents poorly as page counts grow. Visual RAG pipelines depend on a fixed top-k retrieval step and cannot adjust once reading…
All works
- Structured Knowledge Distillation for Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYifan Liu et al.2019 · 700 citations
- Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaobing Wang et al.2019 · 211 citations
- Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning ChainsConference on Neural Information Processing Systems (NeurIPS)Wenhui Tan, Jiaze Li, Jianzhong Ju, et al.2025 · 19 citations
- Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQAAnnual Meeting of the Association for Computational Linguistics (ACL)Yuanlei Zheng, Pei Fu, Hang Li, et al.2026
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 on Neural Information Processing Systems (NeurIPS): NeurIPS 2025
Cited by
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