Artificial Intelligence

Riding on The Back of A Whale: A Hackathon Framework for Introducing High School Students to Large Language Models

As large language models (LLMs) become more integrated into daily life, it is crucial to foster AI literacy among high school stu- …

Duc Nguyen, Dong Le, Long Nguyen, Quyen Vu, Tran Le, Dung Nguyen, Nga Huynh, Huong Nguyen, Phat Tran, Dang Le, Sang Truong, Sanmi Koyejo, Cuong Le, Tho Quan

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

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

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