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Home/Authors/Quynh Nguyen

Quynh Nguyen

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

ML×1AI×1

Frequent co-authors

Long Nguyen-Chi1×
Thanh Nguyen-Cung1×
Binh T. Nguyen1×
Truong Thanh Hung Nguyen1×
Khanh Van Quynh Nguyen1×
Hoang-Loc Cao1×

Research Timeline

2026
Consensus-based Agentic Large Language Model Framework for Harmonized Tariff Schedule Code Classification

Proposes an agentic large language model framework for accurate HTS code classification in maritime logistics.

How Finite-Rank Bottlenecks Shape the Low-Rank Adaptation Landscape

This paper provides a theoretical explanation for why low-rank adaptation (LoRA) is effective in fine-tuning large pretrained models.

Highlighted terms show continued research focus across papers

Papers

cs.LGTheoreticalRecentOct 16, 2026

How Finite-Rank Bottlenecks Shape the Low-Rank Adaptation Landscape

Long Nguyen-Chi, Quynh Nguyen, Thanh Nguyen-Cung, Binh T. Nguyen

This paper provides a theoretical explanation for why low-rank adaptation (LoRA) is effective in fine-tuning large pretrained models.

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cs.AIEmpiricalRecent
Jun 15, 2026

Consensus-based Agentic Large Language Model Framework for Harmonized Tariff Schedule Code Classification

Truong Thanh Hung Nguyen, Khanh Van Quynh Nguyen, Hoang-Loc Cao, Tri Duong +4 more

Proposes an agentic large language model framework for accurate HTS code classification in maritime logistics.

View →