Author

Quan Nguyen

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#artificial intelligence Preprint Sep 2026

FoldQuantVLA: Native Low-Bit Quantization of Vision-Language-Action Models via Consistent Folding

Low-bit vision-language-action inference must reduce observation-to-action latency while preserving robot behavior. We present FoldQuantVLA, a post-training quantization framework that carries a consistent activation representation through calibration, weight rounding, and native integer execution. It combines channel...

Hung T. Ho, Khanh-Binh Nguyen, Quan Nguyen et al. · 0 citations

#large language models Open access Sep 2026

VietLegalLM: Progressive Legal Expertise Through Synthetic Comprehension and Reinforcement Learning

Legal AI systems require accuracy and verifiable reasoning, yet under-resourced languages lack the specialized models needed to meet these standards. This challenge is particularly acute for statute-based civil law systems like Vietnam’s, where the core task is interpreting and applying codified statutes rather than ma...

Thang Le, Anh-Cuong Le, Viet-Ha Nguyen et al. · ACM Transactions on Asian an... · 0 citations