Zongyu Wu
Zongyu Wu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Vision & language; often with Fali Wang, Xianren Zhang, Zhiwei Zhang.
OpenAlex · ORCID · h-index 5 · 20 works · 152 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 61 times in our library · ⭐ Paper Stars ranking: #6966
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksVision & language · 1 work
Works by year
2020s
Papers
- A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness (2024 · 159 citations)
LLMs such as Llama-3.1 405B are costly to run and fine-tune. They usually sit behind cloud APIs, which creates privacy risks, and they respond too slowly for on-device or real-time use. They can also fall short in specialised fields like medicine or law. This survey examines small language models (SLMs) as an… - Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models (2026 · 1 citation)
The paper asks whether someone holding only an image, with no caption, can tell if that image was in the training data of a large vision-language model (LVLM).
Co-authors here
- Fali Wang ×2
- Xianren Zhang ×2
- Zhiwei Zhang ×2
- Junjie Xu
- Minhua Lin
- Qi He
- Rui Li
- Suhang Wang
- Xianfeng Tang
- Xiang Zhang
- Yao Ma
Venues
- ACM Transactions on Intelligent Systems and Technology: ACM Transactions on Intelligent Systems and Technology 2024
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
Cited by
Updated
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