Deep Learning

Supervised Learning Models for Social Bot Detection: Literature review and benchmark

Over the past decades, online social networks such as Twitter and Facebook have become a significant part of people’s daily lives, …

Hoang-Dung Nguyen, Duc Q. Nguyen, Cong-Duy Nguyen, Phong T. To, Danh H. Nguyen, Huy Nguyen-Gia, Long H. Tran, Anh Q. Tran, An Dang-Hieu, Anh Nguyen-Duc, Tho Quan

URA-LLaMa

First release of URA-LLaMa, a series of large language models for Vietnamese.

Duc Q. Nguyen

Oct 10, 2023 1 min read Deep Learning, Natural Language Processing

Low-Rank Adaptation Approach for Vietnamese-Bahnaric Lexical Mapping from Non-Parallel Corpora

La Cam Huy, Le Quang Minh, Tran Ngoc Oanh, Le Duc Dong, Duc Q. Nguyen, Nguyen Tan Sang, Tran Quan, Tho Quan

Voice Conversion for Natural-Sounding Speech Generation on Low-Resource Languages: A Case Study of Bahnaric

Dang Tran Dat, Tang Quoc Thai, Duc Q. Nguyen, Vo Duy Hung, Quan Thanh Tho

Thomas: Learning to Explore Human Preference via Probabilistic Reward Model

Recent breakthroughs in large language models and multimodal models underscore the impressive strides deep learning has made in …

Sang T. Truong, Duc Q. Nguyen, Tho Quan, Sanmi Koyejo

10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention

The goal of subgraph matching is to determine the presence of a particular query pattern within a large collection of data graphs. …

Thanh Toan Nguyen, Duc Q. Nguyen, Zhao Ren, Jun Jo, Quoc Viet Hung Nguyen, Thanh Tam Nguyen

Social Bot Detector using Graph Neural Networks

The importance of online social networks (OSNs) has been fueled by the human need for digital communication and broadcasting, as well …

Hoang-Dung Nguyen, Duc Q. Nguyen, Hao Luong Pham, Tho Thanh Quan

The Valentine's Day Story.

A story about a young researcher preparing to propose to his girlfriend.

Duc Q. Nguyen

Feb 14, 2023 5 min read Bayesian Statistics, Deep Learning, Artificial Intelligence

Towards de Novo Drug Design for the Coronavirus: A Drug-Target Interaction Prediction Approach Using Atom-Enhanced Graph Neural Network with Multi-Hop Gating Mechanism

For humans, the COVID-19 pandemic and Coronavirus have undeniably been a nightmare. Although there are effective vaccines, specific …

Duc Q. Nguyen, Khoan D. Le, Bach T. Ly, An D. Nguyen, Quang H. Nguyen, Tuan H. Nguyen, Cuong Quoc Duong, Thanh N. Truong, Phuong Thuy Viet Nguyen, Tho T. Quan

BeCaked: An Explainable Artificial Intelligence Model for COVID-19 Forecasting

From the end of 2019, one of the most serious and largest spread pandemics occurred in Wuhan (China) named Coronavirus (COVID-19). As …

Duc Q. Nguyen, Nghia Q. Vo, Thinh T. Nguyen, Khuong Nguyen-An, Quang H. Nguyen, Dang N. Tran, Tho T. Quan

BeCaked: An Explainable Artificial Intelligence Model for COVID-19 Forecasting