Research Publications

Publications

Peer-reviewed research from the AppliedAI-Lab spanning AI for bioinformatics, time series forecasting, and large language models. All papers include links to Google Scholar and code repositories where available.

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9Publications
114Total Citations
7Since 2024
5Journal Papers
Full List

All Publications

Use the filters below to browse by research area, year, or publication type.

9 results
AI for BioinformaticsJournal2026

FRAIL: Fragment-based reinforcement learning for molecular design and benchmarking on fatty acid amide hydrolase 1 (FAAH-1)

Manh-Tu Luong, Khanh Huyen Thi Pham, Nhat-Hai Nguyen, Van-Tuan Le, Phu Nguyen, Thi-Thu Nguyen

Molecular Diversity

Google ScholarCode coming soon
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AI for Time SeriesJournal2026

VARDiff: Vision-augmented retrieval-guided diffusion for stock forecasting

Thi-Thu Nguyen*, Xuan-Thong Truong*, Khac-Thai-Binh Nguyen, Nhat-Hai Nguyen

Information Sciences

Google ScholarCode coming soon
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AI for Time SeriesJournal7 citations2025

DASF-Net: A multimodal framework for stock price forecasting with diffusion-based graph learning and optimized sentiment fusion

Thi-Thu Nguyen, Nhat-Hai Nguyen, Quoc-Tuan Ngo

Journal of Risk and Financial Management

Google ScholarCode coming soon
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AI for BioinformaticsJournal2 citations2025

Integrating diffusion models and molecular modeling for PARP1 inhibitors generation

Tan Khanh Nguyen*, Thi-Thu Nguyen*, Khanh Huyen Thi Pham, Manh-Tu Luong, Nhat-Hai Nguyen

Journal of Biomolecular Structure and Dynamics

Google ScholarCode coming soon
Computer VisionConference2 citations2024

Inverted bottleneck convolution module for YOLOv8

Van-Tuan Hoang, Thi-Thu Nguyen, Kwangnam Jo

IEEE 33rd International Symposium on Industrial Electronics (ISIE)

Google ScholarCode coming soon
LLM & Generative AIConference2024

ViFin-Gen: Efficient Vietnamese instruction dataset generation pipeline for the finance domain

Thi-Thu Nguyen, Nhat-Hai Nguyen, Minh-Sang Cao

2024 International Conference on Advanced Technologies for Communications (ATC)

Google ScholarCode coming soon
LLM & Generative AIConference2024

Impact of tokenizer in pretrained language models for the finance domain

Thi-Thu Nguyen, Nhat-Hai Nguyen, Minh-Sang Cao

Fundamental and Applied IT Research

Google ScholarCode coming soon
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AI for Time SeriesJournal97 citations2019

A novel approach to short-term stock price movement prediction using transfer learning

Thi-Thu Nguyen, Sungzoon Yoon

Applied Sciences

Google ScholarCode coming soon
OtherConference6 citations2019

Deadline sensitive task assignment in mobile crowd sensing: A greedy approach

Sinthia Akter, Nguyen Thi Thu, Sungzoon Yoon

2019 International Conference on Information and Communication Technology Convergence (ICTC)

Google ScholarCode coming soon

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