Xuan Shen
Xuan Shen has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining; often with Chien Van Nguyen, Jian Chen, Joe Barrow.
OpenAlex · ORCID · h-index 5 · 18 works · 126 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 25 times in our library · ⭐ Paper Stars ranking: #9647
Affiliations
🎓Northeastern UniversityBoston ·
United States2024–2026 · 4 papers🎓Tongji UniversityShanghai ·
China2023 · 2 papers
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 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- A Survey of Small Language Models (2024 · 31 citations)
Large language models perform well but need heavy compute, memory and data, so they usually run on centralized, specialized hardware. - From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation (2026)
This survey covers an emerging area: driving pixel-level visual segmentation from natural-language instructions with language-based foundation models, namely LLMs (Large Language Models) together with their multimodal counterparts, LMMs (Large Multimodal Models).
Co-authors here
- Chien Van Nguyen
- Jian Chen
- Joe Barrow
- Junda Wu
- Mihir Parmar
- Ryan Aponte
- Samyadeep Basu
- Yizhou Wang
- Yu Xia
- Yun Fu
Venues
Cited by
Updated
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