10 papers
Anatomically-conditioned Latent Diffusion Model for Data-Efficient Few-Shot Cross-Domain 3D Glioma MRI Synthesis
Salman Shaik, Truong Thanh Hung Nguyen, Hung Cao
Accurate classification of diffuse gliomas is often hindered by domain shifts across centers and a lack of large, annotated datasets. We propose the Anatomically-conditioned Latent…
Multi-Dimensional Model Integrity and Responsibility Assessment Index and Scoring Framework
Phuc Truong Loc Nguyen, Thanh Hung Do, Truong Thanh Hung Nguyen +1
Artificial intelligence in high-stakes tabular domains cannot be evaluated by predictive performance alone, yet current practice still assesses explainability, fairness, robustness…
Position: Multi-Agent Algorithmic Care Systems Demand Contestability for Trustworthy AI
Truong Thanh Hung Nguyen, Hélène Fournier, Piper Jackson +4
Multi-agent systems (MAS) are increasingly used in healthcare to support complex decision-making through collaboration among specialized agents. Because these systems act as collec…
SEval-NAS: A Search-Agnostic Evaluation for Neural Architecture Search
Atah Nuh Mih, Jianzhou Wang, Truong Thanh Hung Nguyen +1
Neural architecture search (NAS) automates the discovery of neural networks that meet specified criteria, yet its evaluation procedures are often hardcoded, limiting the ability to…
Variational Quantum Rainbow Deep Q-Network for Optimizing Resource Allocation Problem
Truong Thanh Hung Nguyen, Truong Thinh Nguyen, Hung Cao
Resource allocation remains NP-hard due to combinatorial complexity. While deep reinforcement learning (DRL) methods, such as the Rainbow Deep Q-Network (DQN), improve scalability…
SimInterview: Transforming Business Education through Large Language Model-Based Simulated Multilingual Interview Training System
Truong Thanh Hung Nguyen, Tran Diem Quynh Nguyen, Hoang Loc Cao +3
Business interview preparation demands both solid theoretical grounding and refined soft skills, yet conventional classroom methods rarely deliver the individualized, culturally aw…