Deep Learning

Neural Nonmyopic Bayesian Optimization in Dynamic Cost Settings
Bayesian optimization (BO) is a popular framework for optimizing black-box functions, leveraging probabilistic models such as Gaussian …
Sang T. Truong, Duc Q. Nguyen, Willie Neiswanger, Ryan-Rhys Griffiths, Stefano Ermon, Nick Haber, Sanmi Koyejo
PDF Cite
Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention
Subgraph matching is a challenging problem with a wide range of applications in drug discovery, social network analysis, biochemistry, …
Duc Q. Nguyen, Thanh Toan Nguyen, Jun Jo, Florent Poux, Shikha Anirban, Tho T. Quan
PDF Cite DOI
Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention
Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models
Recent advancements in large language models (LLMs) have underscored their importance in the evolution of artificial intelligence. …
Sang T. Truong, Duc Q. Nguyen, Toan Nguyen, Dong D. Le, Nhi N. Truong, Tho Quan, Sanmi Koyejo
PDF Cite DOI
Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models
Hybrid Transformer and Holt-Winter's Method for Time Series Forecasting
Time series forecasting is an important research topic in machine learning due to its prevalence in social and scientific …
Nhi Ngoc Truong, Duc Q. Nguyen, Jeffrey Gropp, Sang T. Truong
PDF Cite
Revitalizing Bahnaric Language through Neural Machine Translation:Challenges, Strategies, and Promising Outcomes
The Bahnar, a minority ethnic group in Vietnam with ancient roots, hold a language of deep cultural and historical significance. The …
Hoang Nhat Khang Vo, Duc Dong Le, Tran Minh Dat Phan, Tan Sang Nguyen, Quoc Nguyen Pham, Ngoc Oanh Tran, Duc Q. Nguyen, Tran Minh Hieu Vo, Tho Quan
PDF Cite DOI
Revitalizing Bahnaric Language through Neural Machine Translation:Challenges, Strategies, and Promising Outcomes
Breaking Ground in Vietnamese Language Models
Revolutionizing natural language processing with MixSUra and GemSUra, our latest Vietnamese language models.
Duc Q. Nguyen
Mar 12, 2024 1 min read Deep Learning, Natural Language Processing
Breaking Ground in Vietnamese Language Models
My First Overseas Journey
A recap of my first overseas trip to Singapore, filled with unforgettable experiences and cultural discoveries.
Duc Q. Nguyen
Mar 12, 2024 4 min read Deep Learning, Natural Language Processing
My First Overseas Journey
BaNaVA: A cross-platform AI mobile application for preserving the Bahnaric languages
Tho Quan Thanh, Giang Dinh Lu, Duc Q. Nguyen, Hai Vu Hoang, Quy Nguyen Tran, Khoa Tran Ngoc Dang, Minh Tran Duy
PDF
Unlocking the Potential: an evaluation of Text-to-Speech Models for the Bahnar Language
Giang Dinh Lu, Hai Vu Hoang, Tho Quan Thanh, Duc Q. Nguyen, Quy Nguyen Tran
PDF
A novel approach for non-query fake news detection using K-SOM and Graph Neural Networks
The widespread use of social networks has led to an increase in the number of users and posts on these platforms. However, the …
Hoang-Danh Nguyen, Thanh-Phong To, Duc Q. Nguyen, Thanh-Trung Huynh, Tham Tran, Cong-Tuan Bui, Tho Quan
PDF Cite DOI