Author

Bich-Nga Pham

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Conference Aug 2026

HAPI: A Hybrid Knowledge Graph and Vector Search Framework for Efficient Vietnamese Traffic Law Retrieval

The rapid increase in personal vehicles in Vietnam has made traffic law enforcement a critical issue. However, accessing accurate legal information remains a challenge for citizens due to the complexity of legal terminology. Traditional keyword-based search engines often fail to understand natural language queries, whi...

Trong-Tai Dam Vu, Gia-Nghia Tran, Bich-Nga Pham et al. · International Conference on... · 0 citations

Conference Aug 2026

Efficient fMRI and Textual Alignment for Image Reconstruction from Human Brain Activity

In neural decoding research, reconstructing natural images from fMRI signals poses a captivating yet challenging problem. Conventional approaches use basic linear mapping functions to project fMRI signals into a prior latent space (e.g., image and text embeddings) and subsequently utilize a pre-trained image generation...

Bich-Nga Pham, Trong-Tai Dam Vu, Anh-Khoa Nguyen Vu et al. · International Conference on... · 0 citations

Conference Aug 2026

Lightweight Stable Diffusion via StableKOT: Knowledge Distillation Meets Optimal Transport

Stable Diffusion models deliver photorealistic image synthesis but face computational bottlenecks that hinder deployment in resource-constrained environments. However, most existing distillation methods for diffusion models rely on point-wise feature matching, which often fails to preserve global semantic structure, or...

Bich-Nga Pham, Quoc-Truong Truong, Anh-Khoa Nguyen Vu et al. · International Conference on... · 0 citations