Author

Truong V. Vu

h-index 3 View on Semantic Scholar

We have 3 of 25 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Jul 2026

How Far Can Sub-3B Open Language Models Go in Zero-Shot Essay Scoring on an 8 GB Consumer GPU?

Zero-shot essay scoring with large language models is usually demonstrated with proprietary API models, yet the settings where automated scoring is most needed, such as public schools grading thousands of essays under strict privacy rules, are often those where sending student writing to a third-party API is unacceptab...

Son Nguyen, Minh Quang Dang, Lợi Hữu Nguyễn et al. · 0 citations

Preprint Aug 2026

Stability of Finite-Batch Particle Mean-Field Variational Inference Beyond Strong Convexity

A non-asymptotic Wasserstein stability bound is proved that separates initialization, product-empirical approximation, finite-batch drift error, time discretization, and the defects accumulated along the coupled trajectories.

V. Nguyễn, T. Vu · 0 citations

Jul 2026

When Does Deep Representation Learning Help Single-Cell Clustering? A Sensitivity-Aware Diagnostic Benchmark for Biomedical AI Pipelines

Per-dataset analysis reveals three reproducible regimes: probabilistic variational autoencoder variants help on the smallest datasets, deep autoencoders win on mid-scale data with multi-batch or many-type structure, and classical PCA pipelines remain competitive when linear projection already captures the dominant vari...

Phong T. Nguyen, T. Vu, T. Nguyen et al. · arXiv.org · 0 citations