Dat Nguyen

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
Benchmarking World-Model Learning.
CoRR, October, 2025

VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming.
CoRR, October, 2025

Towards Reliable Evaluation of Neural Program Repair with Natural Robustness Testing.
ACM Trans. Softw. Eng. Methodol., September, 2025

ExoPredicator: Learning Abstract Models of Dynamic Worlds for Robot Planning.
CoRR, September, 2025

The NazoNazo Benchmark: A Cost-Effective and Extensible Test of Insight-Based Reasoning in LLMs.
CoRR, September, 2025

VM14K: First Vietnamese Medical Benchmark.
CoRR, June, 2025

Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection.
CoRR, January, 2025

TRIKOP: Exploring Visual Prompting Paradigms for Multi-Grade Knee Osteoarthritis Classification on MRI Images.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024
Combining Induction and Transduction for Abstract Reasoning.
CoRR, 2024

FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection.
CoRR, 2024

KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors.
CoRR, 2024

Evaluating Program Repair with Semantic-Preserving Transformations: A Naturalness Assessment.
CoRR, 2024

LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection.
CoRR, 2024

Inferring Properties of Graph Neural Networks.
CoRR, 2024

CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks.
CoRR, 2024

Advanced Language Model-Based Translator for English-Vietnamese Translation.
Proceedings of the International Conference on Computing and Communication Technologies, 2024

A Summary of the ALQAC 2024 Competition.
Proceedings of the 16th International Conference on Knowledge and System Engineering, 2024

CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment.
Proceedings of the New Frontiers in Artificial Intelligence, 2024

LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CacheIt: Application-Agnostic Dynamic Caching for Big Data Analytics.
Proceedings of the IEEE International Conference on Big Data, 2024

Polar: A Managed Runtime with Hotness-Segregated Heap for Far Memory.
Proceedings of the 15th ACM SIGOPS Asia-Pacific Workshop on Systems, 2024

2023
Building a Closed-Domain Question Answering System for a Low-Resource Language.
ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Virtual AIVantage: Leveraging Large Language Models for Enhanced VR Interview Preparation among Underrepresented Professionals in Computing.
Proceedings of the 22nd International Conference on Mobile and Ubiquitous Multimedia, 2023

A Summary of the ALQAC 2023 Competition.
Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

2022
Real-time masked face classification and head pose estimation for RGB facial image via knowledge distillation.
Inf. Sci., 2022

Assessing polygenic risk score models for applications in populations with under-represented genomics data: an example of Vietnam.
Briefings Bioinform., 2022

Active Learning Helps Pretrained Models Learn the Intended Task.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pure Transformers are Powerful Graph Learners.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

2021
Time Series Forecasting with Data Transform and Its Application in Sport.
Proceedings of the Sixth International Conference on Research in Intelligent and Computing, 2021

HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Multi-source Machine Learning for AQI Estimation.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2016
A Low Power Buffer-Feedback Oscillator with Current Reused Structure.
IEICE Trans. Electron., 2016

2012
Video Monitoring System: Counting People by Tracking.
Proceedings of the 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Ho Chi Minh City, Vietnam, February 27, 2012

2011
Online multiple object tracking by hierarchical association of detection responses.
Proceedings of the MoMM'2011, 2011


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