Yixin Chen
Yixin Chen has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Chengyao Wang, Jiaya Jia, Lingling Zhang.
OpenAlex · ORCID · h-index 18 · 63 works · 2,170 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 71 times in our library · ⭐ Paper Stars ranking: #7528
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models (2024 · 123 citations)
Open vision language models still trail proprietary systems such as GPT-4 and Gemini. The common remedy, feeding more visual tokens from higher-resolution images, sharply raises compute costs. Mini-Gemini narrows this gap on an academic budget in three ways. First, it combines two vision encoders. A CLIP-pretrained… - G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning (2026)
Large language models struggle when facts change after training: retraining or editing weights is expensive and scales poorly, and in-context injection of edited facts often fails on multi-hop questions.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- IEEE Transactions on Pattern Analysis and Machine Intelligence: IEEE Transactions on Pattern Analysis and Machine Intelligence 2024
Cited by
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