Zhongwei Wan
Zhongwei Wan has 2 papers in our library, in 2024–2025, most of them on Reasoning, Efficient models & compression; often with Chaofan Tao, Che Liu, Daniel Rueckert.
OpenAlex · ORCID · h-index 9 · 73 works · 303 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 140 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #7666
Affiliations
Fields, topics and concepts
📚 Shelves 7The 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 worksMedicine · 1 workHealth Informatics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 1 workReasoning · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Scaling laws · 1 work
Works by year
2020s
Papers
- Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies (2024 · 46 citations)
Standard scaling laws for LLMs predict loss from parameter count and training data but treat vocabulary size as fixed. - Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL (2025 · 10 citations)
Medical LLMs usually learn to reason through supervised fine-tuning on chain-of-thought (CoT) traces, often distilled from proprietary systems such as GPT-4o.
All works
- Efficient Large Language Models: A Survey ↗arXiv:2312.03863 · no summary yetZhongwei Wan et al.2023 · 110 citations
- Scaling Laws with Vocabulary: Larger Models Deserve Larger VocabulariesarXiv:2407.13623Chaofan Tao, Qian Liu, Longxu Dou, et al.2024 · 46 citations
- Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RLarXiv:2505.17952Che Liu, Haozhe Wang, Jiazhen Pan, et al.2025 · 10 citations
- DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetZhihong Zhu et al.2024 · 9 citations
Co-authors here
- Chaofan Tao
- Che Liu
- Daniel Rueckert
- Haozhe Wang
- Jiazhen Pan
- Longxu Dou
- Min Lin
- Ngai Wong
- Niklas Muennighoff
- Ping Luo
- Qian Liu
- Yong Dai
Venues
- Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Cited by
Updated
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