🧑‍🔬 Yihong Huang

🏛️ Affiliations

🎓East China Normal UniversityShanghai · China2026 · 3 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. 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…
2. G-LoRA: Global-Local Decoupled Low-Rank Adaptation (2026)
   LoRA and adaptive variants such as AdaLoRA give a single rank to an entire weight update matrix ∆W. This ignores the fact that parameter importance varies inside one matrix. Sparse fine-tuning does capture that variation, but it needs a memory-heavy gradient warm-up. G-LoRA addresses the gap by splitting each update…

🤝 Co-authors here

7 co-authors with a page, the most papers together first.

• Hongbo Zhao ×2
• Kai Zhang ×2
• Xianming Hu ×2
• Jiahao Xiong
• Nuoyi Chen
• Ping Li
• Yihe Liu

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2

Updated 2 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/yihong-huang/