Alex X. Wang

16 papers A* 1C 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint).
AAAI
Alex X. Wang, Binh P. Nguyen
2025 J jnl
Addressing imbalance in health data: Synthetic minority oversampling using deep learning.
Comput. Biol. Medicine
Alex X. Wang, Viet-Tuan Le, Hau Nguyen Trung, Binh P. Nguyen
2025 J jnl
Blending is all you need: Data-centric ensemble synthetic data.
Inf. Sci.
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
2025 J jnl
CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data.
Knowl. Inf. Syst.
Alex X. Wang, Minh Quang Le, Huu-Thanh Duong, Bay Nguyen Van, Binh P. Nguyen
2025 J jnl
Deterministic Autoencoder using Wasserstein loss for tabular data generation.
Neural Networks
Alex X. Wang, Binh P. Nguyen
2025 — conf
Generative AI for Tabular Data Synthesis.
PAKDD (4)
Alex X. Wang, Binh P. Nguyen, Colin R. Simpson
2025 J jnl
TTVAE: Transformer-based generative modeling for tabular data generation.
Artif. Intell.
Alex X. Wang, Binh P. Nguyen
2024 J jnl
Challenges and opportunities of generative models on tabular data.
Appl. Soft Comput.
Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen
2024 C conf
Comparative Analysis of Oversampling Techniques and Deep Learning for Imbalanced Tabular Data.
TENCON
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
2024 — conf
Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data.
ICCAE
Alex X. Wang, Binh P. Nguyen, Tom Elliott, James F. Mbinta, Andrew Sporle, Colin R. Simpson
2024 — conf
Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector.
ICCAE
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
2024 J jnl
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure.
Inf. Process. Manag.
Alex X. Wang, Stefanka S. Chukova, Andrew Sporle, Barry J. Milne, Colin R. Simpson, Binh P. Nguyen
2023 — conf
Data-centric AI to Improve Early Detection of Mental Illness.
SSP
Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen
2023 J jnl
Ensemble
Inf. Sci.
Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen
2023 J jnl
Synthetic minority oversampling using edited displacement-based k-nearest neighbors.
Appl. Soft Comput.
Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen
2022 — conf
Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors.
ADMA (1)
Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen