Nuoyi Chen
Nuoyi Chen has 2 papers in our library, in 2026, most of them on Language models & pretraining, Efficient models & compression; often with Hongbo Zhao, Kai Zhang, Xianming Hu.
OpenAlex · h-index 1 · 6 works · 11 citations OpenAlex, 2026-10-14
Affiliations
🎓Fudan UniversityShanghai ·
China2026 · 3 papers🎓Zhejiang University of TechnologyHangzhou ·
China2024 · 2 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Adaptive Zooming via Relevance-Informed Positional Resource Allocation for Training-free LLM Context Extension (2026)
LLMs that use RoPE lose quality when inputs run past their pre-training context length. Existing training-free fixes, such as position reuse (Self-Extend, ChunkLlama, AdaGroPE) or frequency interpolation (NTK, YaRN, GALI), remap positions using distance alone and ignore content. As a result, important and unimportant… - Localized Low-Rank Adaptation within Clustered Parameter Subspaces (2026)
Most LoRA-style methods learn a single pair of low-rank factors for the whole weight update ∆W. The authors examined updates in LLaMA2-7B and Qwen2.5-1.5B, from both full fine-tuning and LoRA. After bi-clustering rows and columns, these updates often break into distinct blocks. That suggests one global factorization…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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