Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors. - Alex X. Wang; Stefanka S. Chukova; Binh P. Nguyen (ADMA (1), 2022)

Data-centric AI to Improve Early Detection of Mental Illness. - Alex X. Wang; Stefanka S. Chukova; Colin R. Simpson; Binh P. Nguyen (SSP, 2023)

Ensemble k-nearest neighbors based on centroid displacement. - Alex X. Wang; Stefanka S. Chukova; Binh P. Nguyen (Inf. Sci., 2023)

Synthetic minority oversampling using edited displacement-based k-nearest neighbors. - Alex X. Wang; Stefanka S. Chukova; Binh P. Nguyen (Appl. Soft Comput., 2023)

Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data. - Alex X. Wang; Binh P. Nguyen; Tom Elliott; James F. Mbinta; Andrew Sporle; Colin R. Simpson (ICCAE, 2024)

Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector. - Alex X. Wang; Colin R. Simpson; Binh P. Nguyen (ICCAE, 2024)

Comparative Analysis of Oversampling Techniques and Deep Learning for Imbalanced Tabular Data. - Alex X. Wang; Colin R. Simpson; Binh P. Nguyen (TENCON, 2024)

Challenges and opportunities of generative models on tabular data. - Alex X. Wang; Stefanka S. Chukova; Colin R. Simpson; Binh P. Nguyen (Appl. Soft Comput., 2024)

Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure. - Alex X. Wang; Stefanka S. Chukova; Andrew Sporle; Barry J. Milne; Colin R. Simpson; Binh P. Nguyen (Inf. Process. Manag., 2024)

Generative AI for Tabular Data Synthesis. - Alex X. Wang; Binh P. Nguyen; Colin R. Simpson (PAKDD (4), 2025)

TTVAE: Transformer-based generative modeling for tabular data generation. - Alex X. Wang; Binh P. Nguyen (Artif. Intell., 2025)

Addressing imbalance in health data: Synthetic minority oversampling using deep learning. - Alex X. Wang; Viet-Tuan Le; Hau Nguyen Trung; Binh P. Nguyen (Comput. Biol. Medicine, 2025)

Blending is all you need: Data-centric ensemble synthetic data. - Alex X. Wang; Colin R. Simpson; Binh P. Nguyen (Inf. Sci., 2025)

Deterministic Autoencoder using Wasserstein loss for tabular data generation. - Alex X. Wang; Binh P. Nguyen (Neural Networks, 2025)

CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data. - Alex X. Wang; Minh Quang Le; Huu-Thanh Duong; Bay Nguyen Van; Binh P. Nguyen (Knowl. Inf. Syst., 2025)