Zhenyang Cai
Zhenyang Cai has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning, Semitic languages; often with Benyou Wang, Bang An, Haizhou Li.
OpenAlex · ORCID · h-index 2 · 6 works · 9 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 92 times in our library · ⭐ Paper Stars ranking: #7904
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksMedicine · 2 worksComputer Vision and Pattern Recognition · 2 worksHealth Informatics · 2 worksRadiology, Nuclear Medicine and Imaging · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 1 workLanguage models & pretraining · 2 worksSemitic languages · 1 workVision & language · 1 work
Works by year
2020s
Papers
- HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs (2024 · 87 citations)
Work that reproduces OpenAI o1-style reasoning has mostly targeted mathematics. Medicine also needs careful step-by-step reasoning, but a clinical chain of thought is hard to check automatically. The authors address this by building verifiable medical problems. They start from 192K multiple-choice exam questions… - Alignment at Pre-training! Towards Native Alignment for Arabic LLMs (2024 · 14 citations)
Most LLM alignment work happens after pre-training, through instruction tuning or reinforcement learning from feedback. The authors ask whether alignment can start earlier, inside the pre-training corpus itself. They call this "native alignment" and test it on Arabic. Their pipeline has four steps: - Towards a Radiologist Imitation Framework for 3D CT Diagnosis with Multimodal LLMs (2026)
Most AI systems for 3D CT give every slice equal weight. Yet diagnostically relevant findings are usually concentrated in a few slices, so this uniform treatment wastes compute and can miss subtle lesions. The authors propose a framework that mimics how radiologists read a scan, in three stages. First, a CLIP-based…
Co-authors here
- Benyou Wang ×2
- Bang An
- Haizhou Li
- Huang Huang
- Jianqing Zhu
- Jianye Hou
- Juhao Liang
- Juncai He
- Junying Chen
- Ke Ji
- Mosen Alharthi
- Wanlong Liu
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/zhenyang-cai/