🧑‍🔬 Jiahao Xiong

🏛️ Affiliations

🎓East China Normal UniversityShanghai · China2026 · 2 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. 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…
2. 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

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

• Hongbo Zhao ×2
• Kai Zhang ×2
• Xianming Hu ×2
• Yihe Liu ×2
• Jie Zhang
• Nuoyi Chen
• Yihong Huang

Venues

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

• 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 2 November 2026

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