Dat Nguyen

According to our database, Dat Nguyen authored at least 22 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Thanh Le-Cong, Dat Nguyen, Bach Le, Toby Murray

CoRR, 2024

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

Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

CoRR, 2024

Inferring Properties of Graph Neural Networks.

Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le, David Lo, Corina S. Pasareanu

CoRR, 2024

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

Chau Nguyen, Phuong Nguyen, Thanh Tran, Dat Nguyen, An Trieu, Tin Pham, Anh Dang, Le-Minh Nguyen

CoRR, 2024

CAPTAIN at COLIEE 2024: Large Language Model for Legal Text Retrieval and Entailment.

Phuong Nguyen, Cong Nguyen, Hiep Nguyen, Minh Nguyen, An Trieu, Dat Nguyen, Le-Minh Nguyen

Proceedings of the New Frontiers in Artificial Intelligence, 2024

LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection.

Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Polar: A Managed Runtime with Hotness-Segregated Heap for Far Memory.

Dat Nguyen, Khanh Nguyen

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.

Phuoc Tran, Dat Nguyen, Huu-Anh Tran, Thien Nguyen, Tram Tran

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance.

Jinwoo Kim, Dat Nguyen, Ayhan Suleymanzade, Hyeokjun An, Seunghoon Hong

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.

Siddhanth Jayaraj Ajri, Dat Nguyen, Swati Agarwal, Arun Kumar Reddy Padala, Caglar Yildirim

Proceedings of the 22nd International Conference on Mobile and Ubiquitous Multimedia, 2023

A Summary of the ALQAC 2023 Competition.

Chau Nguyen, Son T. Luu, Thanh Tran, An Trieu, Anh Dang, Dat Nguyen, Hiep Nguyen, Tin Pham, Trang Pham, Thien-Trung Vo, Dinh-Truong Do, Nguyen-Khang Le, Dieu-Hien Nguyen, Ngoc-Cam Le, Thi-Thuy Le, Quan Bui, Phuong Nguyen, Ha-Thanh Nguyen, Vu D. Tran, Le-Minh Nguyen

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.

Chien Thai, Viet Tran, Minh Bui, Dat Nguyen, Huong Ninh, Hai Tran

Inf. Sci., 2022

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

Duy Pham, Buu Truong, Khai Tran, Guiyan Ni, Dat Nguyen, Trang T. H. Tran, Mai H. Tran, Duong Thuy Nguyen, Nam S. Vo, Quan Nguyen

Briefings Bioinform., 2022

Active Learning Helps Pretrained Models Learn the Intended Task.

Alex Tamkin, Dat Nguyen, Salil Deshpande, Jesse Mu, Noah D. Goodman

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.

Jinwoo Kim, Dat Nguyen, Seonwoo Min, Sungjun Cho, Moontae Lee, Honglak Lee, Seunghoon Hong

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.

Hieu Nguyen Van, Dat Nguyen, Phuong Minh Nguyen, Minh Le Nguyen

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

2021

Time Series Forecasting with Data Transform and Its Application in Sport.

Hao Duc Do, Duc Thanh Chau, Thuc Cai, Han Lam, Dat Nguyen, Tuong Lam, Tran Thai Son

Proceedings of the Sixth International Conference on Research in Intelligent and Computing, 2021

HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections.

Ines Chami, Albert Gu, Dat Nguyen, Christopher Ré

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Multi-source Machine Learning for AQI Estimation.

Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Dong Bo, Dat Nguyen, Minh-Son Dao, Binh T. Nguyen

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.

Chang-Wan Kim, Dat Nguyen, Jong-Phil Hong

IEICE Trans. Electron., 2016

2012

Video Monitoring System: Counting People by Tracking.

Dat Nguyen, Loc Huynh, Thang Ba Dinh, Tien Dinh

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.

Loc Huynh, Dat Nguyen, Thang Ba Dinh, Tien Ba Dinh

Proceedings of the MoMM'2011, 2011