Honglin Lin
Honglin Lin has 3 papers in our library, in 2025–2026, most of them on Reasoning, Language models & pretraining, Vision & language; often with Conghui He, Qizhi Pei, Xin Gao.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 14 times in our library · ⭐ Paper Stars ranking: #10555
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksMathematics · 1 workApplied Mathematics · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (2025 · 10 citations)
Most data augmentation for mathematical SFT changes one problem at a time, for example by rewording it or adjusting its difficulty. - ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch (2026 · 5 citations)
Open-source vision-language models lag on chart reasoning, mainly because training data is weak. Synthetic charts tend to be simple and repetitive, and automatically generated QA pairs often contain hallucinated or numerically wrong answers. ChartVerse is a code-driven pipeline that builds both charts and reasoning… - SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing (2026 · 1 citation)
Text-to-image systems can produce scientific figures that look polished but are logically wrong: they skip steps, invent labels, or point arrows in the wrong direction.
Co-authors here
- Conghui He ×2
- Qizhi Pei ×2
- Xin Gao ×2
- Yu Li ×2
- Zhuoshi Pan ×2
- Chong Chen
- Lijun Wu
- Rui Yan
- Tong Zhang
- Wentao Zhang
- Xiaoyang Wang
- Yun Zhu
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