Yongqi Fan
Yongqi Fan has 3 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Tong Ruan, Guangya Yu, Jingping Liu.
OpenAlex · h-index 2 · 21 works · 22 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 13The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workBiochemistry, Genetics and Molecular Biology · 1 workChemistry · 1 workComputational Theory and Mathematics · 1 workHealth Information Management · 1 workHealth Professions · 1 workLanguage and Linguistics · 1 workMaterials Chemistry · 1 workMaterials Science · 1 workMolecular Biology · 1 workPhysical and Theoretical Chemistry · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning (2026)
Fine-tuning large language models on specialist corpora tends to improve in-domain skill while eroding general abilities, a problem known as catastrophic forgetting. - MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction (2026)
Large language models could make molecular property prediction (MPP) explainable. However, they have trouble connecting molecular structure to activity. Earlier methods that supply structural hints also tend to treat chance co-occurrences in training data as chemical laws. MCLE-Mol addresses this with a framework… - Travel on the ICD Tree: Benchmarking Agentic Reasoning for ICD Coding from Chinese Electronic Medical Records (2026)
Real-world ICD coding often requires more than matching a diagnosis string to a code. Coders must pull details such as subtype, body site, pathogen and complications out of full clinical records, then pick a leaf-level code under formal coding rules. Existing benchmarks such as MIMIC are in English and…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×3: Findings of the Association for Computational Linguistics 2026 ×3
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