Mining Class-Association Rules with Constraints. - Dang Nguyen 002; Bay Vo (KSE (2), 2013)

A Novel Method for Mining Class Association Rules with Itemset Constraints. - Dang Nguyen 002; Bay Vo; Hoai Bac Le (ICCCI, 2014)

Efficient strategies for parallel mining class association rules. - Dang Nguyen 002; Bay Vo; Bac Le (Expert Syst. Appl., 2014)

Understanding Toxicities and Complications of Cancer Treatment: A Data Mining Approach. - Dang Nguyen 002; Wei Luo 001; Dinh Q. Phung; Svetha Venkatesh (Australasian Conference on Artificial Intelligence, 2015)

A Parallel Algorithm for Frequent Subgraph Mining. - Bay Vo; Dang Nguyen 002; Thanh-Long Nguyen (ICCSAMA, 2015)

CCAR: An efficient method for mining class association rules with itemset constraints. - Dang Nguyen 002; Bay Vo; Bac Le (Eng. Appl. Artif. Intell., 2015)

A novel method for constrained class association rule mining. - Dang Nguyen 002; Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong (Inf. Sci., 2015)

Exceptional Contrast Set Mining: Moving Beyond the Deluge of the Obvious. - Dang Nguyen 002; Wei Luo 001; Dinh Q. Phung; Svetha Venkatesh (Australasian Conference on Artificial Intelligence, 2016)

Control Matching via Discharge Code Sequences. - Dang Nguyen 002; Wei Luo 001; Dinh Q. Phung; Svetha Venkatesh (CoRR, 2016)

Efficient mining of class association rules with the itemset constraint. - Dang Nguyen 002; Loan T. T. Nguyen; Bay Vo; Witold Pedrycz (Knowl. Based Syst., 2016)

A Parallel Strategy for the Logical-probabilistic Calculus-based Method to Calculate Two-terminal Reliability. - Dang Nguyen 002; Bay Vo; Duc-Lung Vu (Qual. Reliab. Eng. Int., 2016)

Trans2Vec: Learning Transaction Embedding via Items and Frequent Itemsets. - Dang Nguyen 002; Tu Dinh Nguyen; Wei Luo 001; Svetha Venkatesh (PAKDD (3), 2018)

Sqn2Vec: Learning Sequence Representation via Sequential Patterns with a Gap Constraint. - Dang Nguyen 002; Wei Luo 001; Tu Dinh Nguyen; Svetha Venkatesh; Dinh Q. Phung (ECML/PKDD (2), 2018)

Learning Graph Representation via Frequent Subgraphs. - Dang Nguyen 002; Wei Luo 001; Tu Dinh Nguyen; Svetha Venkatesh; Dinh Q. Phung (SDM, 2018)

Effective Identification of Similar Patients Through Sequential Matching over ICD Code Embedding. - Dang Nguyen 002; Wei Luo 001; Svetha Venkatesh; Dinh Q. Phung (J. Medical Syst., 2018)

LTARM: A novel temporal association rule mining method to understand toxicities in a routine cancer treatment. - Dang Nguyen 002; Wei Luo 001; Dinh Q. Phung; Svetha Venkatesh (Knowl. Based Syst., 2018)

Detection of Compromised Models Using Bayesian Optimization. - Deepthi Praveenlal Kuttichira; Sunil Gupta 001; Dang Nguyen 002; Santu Rana; Svetha Venkatesh (Australasian Conference on Artificial Intelligence, 2019)

Bayesian Optimization with Discrete Variables. - Phuc Luong; Sunil Gupta 001; Dang Nguyen 002; Santu Rana; Svetha Venkatesh (Australasian Conference on Artificial Intelligence, 2019)

Stable Bayesian Optimisation via Direct Stability Quantification. - Alistair Shilton; Sunil Gupta 001; Santu Rana; Svetha Venkatesh; Majid Abdolshah; Dang Nguyen 002 (CoRR, 2019)

Bayesian Optimization for Categorical and Category-Specific Continuous Inputs. - Dang Nguyen 002; Sunil Gupta 001; Santu Rana; Alistair Shilton; Svetha Venkatesh (AAAI, 2020)

DeepCoDA: personalized interpretability for compositional health data. - Thomas P. Quinn; Dang Nguyen 002; Santu Rana; Sunil Gupta 001; Svetha Venkatesh (ICML, 2020)

Factor Screening using Bayesian Active Learning and Gaussian Process Meta-Modelling. - Cheng Li 003; Santu Rana; Andrew Gill; Dang Nguyen 002; Sunil Gupta 001; Svetha Venkatesh (ICPR, 2020)

Bayesian Optimization with Missing Inputs. - Phuc Luong; Dang Nguyen 002; Sunil Gupta 001; Santu Rana; Svetha Venkatesh (ECML/PKDD (2), 2020)

Succinct contrast sets via false positive controlling with an application in clinical process redesign. - Dang Nguyen 002; Wei Luo 001; Bay Vo; Witold Pedrycz (Expert Syst. Appl., 2020)

Knowledge Distillation with Distribution Mismatch. - Dang Nguyen 002; Sunil Gupta 001; Trong Nguyen; Santu Rana; Phuoc Nguyen; Truyen Tran 001; Ky Le; Shannon Ryan; Svetha Venkatesh (ECML/PKDD (2), 2021)

Fast Conditional Network Compression Using Bayesian HyperNetworks. - Phuoc Nguyen; Truyen Tran 001; Ky Le; Sunil Gupta 001; Santu Rana; Dang Nguyen 002; Trong Nguyen; Shannon Ryan; Svetha Venkatesh (ECML/PKDD (3), 2021)

An Efficient Mini-batch Method via Partial Transportation. - Khai Nguyen; Dang Nguyen 002; Tung Pham 001; Nhat Ho (CoRR, 2021)

Model Fusion of Heterogeneous Neural Networks via Cross-Layer Alignment. - Dang Nguyen 002; Khai Nguyen; Dinh Phung 001; Hung Bui 001; Nhat Ho (CoRR, 2021)

Fairness improvement for black-box classifiers with Gaussian process. - Dang Nguyen 002; Sunil Gupta 001; Santu Rana; Alistair Shilton; Svetha Venkatesh (Inf. Sci., 2021)

Adaptive cost-aware Bayesian optimization. - Phuc Luong; Dang Nguyen 002; Sunil Gupta 001; Santu Rana; Svetha Venkatesh (Knowl. Based Syst., 2021)

Con2Vec: Learning embedding representations for contrast sets. - Dang Nguyen 002; Wei Luo 001; Bay Vo; Loan T. T. Nguyen; Witold Pedrycz (Knowl. Based Syst., 2021)

Efficient Classification with Counterfactual Reasoning and Active Learning. - Azhar Mohammed; Dang Nguyen 002; Bao Duong; Thin Nguyen (ACIIDS (1), 2022)

Handling Missing Data with Markov Boundary. - Azhar Mohammed; Dang Nguyen 002; Bao Duong; Melanie Nichols; Thin Nguyen (ADMA (1), 2022)

Towards Effective and Robust Neural Trojan Defenses via Input Filtering. - Kien Do; Haripriya Harikumar; Hung Le 002; Dung Nguyen 001; Truyen Tran 001; Santu Rana; Dang Nguyen 002; Willy Susilo; Svetha Venkatesh (ECCV (5), 2022)

Black-Box Few-Shot Knowledge Distillation. - Dang Nguyen 002; Sunil Gupta 001; Kien Do; Svetha Venkatesh (ECCV (21), 2022)

On Transportation of Mini-batches: A Hierarchical Approach. - Khai Nguyen; Dang Nguyen 002; Quoc Dinh Nguyen; Tung Pham 001; Hung Bui 001; Dinh Phung 001; Trung Le 001; Nhat Ho (ICML, 2022)

Improving Mini-batch Optimal Transport via Partial Transportation. - Khai Nguyen; Dang Nguyen 002; The-Anh Vu-Le; Tung Pham 001; Nhat Ho (ICML, 2022)

Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation. - Kien Do; Hung Le 002; Dung Nguyen 001; Dang Nguyen 002; Haripriya Harikumar; Truyen Tran 001; Santu Rana; Svetha Venkatesh (NeurIPS, 2022)

Verification of integrity of deployed deep learning models using Bayesian Optimization. - Deepthi Praveenlal Kuttichira; Sunil Gupta 001; Dang Nguyen 002; Santu Rana; Svetha Venkatesh (Knowl. Based Syst., 2022)

Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee. - Giang Ngo; Dang Nguyen 002; Dat Phan-Trong; Sunil Gupta 001 (ACML, 2023)

On Cross-Layer Alignment for Model Fusion of Heterogeneous Neural Networks. - Dang Nguyen 002; Trang Nguyen; Khai Nguyen; Dinh Q. Phung; Hung Hai Bui; Nhat Ho (ICASSP, 2023)

COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks. - Tran Huynh; Dang Nguyen 002; Tung Pham 001; Anh Tran (AAAI, 2024)

Revisiting the Dataset Bias Problem from a Statistical Perspective. - Kien Do; Dung Nguyen 001; Hung Le 002; Thao Le 003; Dang Nguyen 002; Haripriya Harikumar; Truyen Tran 001; Santu Rana; Svetha Venkatesh (ECAI, 2024)

Generating Realistic Tabular Data with Large Language Models. - Dang Nguyen 002; Sunil Gupta 001; Kien Do; Thin Nguyen; Svetha Venkatesh (ICDM, 2024)

Improving Diversity in Black-Box Few-Shot Knowledge Distillation. - Tri-Nhan Vo; Dang Nguyen 002; Kien Do; Sunil Gupta 001 (ECML/PKDD (2), 2024)

Variational Flow Models: Flowing in Your Style. - Kien Do; Duc Kieu; Toan Nguyen 004; Dang Nguyen 002; Hung Le 002; Dung Nguyen 001; Thin Nguyen (CoRR, 2024)

Robust Transfer Learning for Active Level Set Estimation with Locally Adaptive Gaussian Process Prior. - Giang Ngo; Dang Nguyen 002; Sunil Gupta 001 (CoRR, 2024)

Predicting the Reliability of an Image Classifier under Image Distortion. - Dang Nguyen 002; Sunil Gupta 001; Kien Do; Svetha Venkatesh (CoRR, 2024)

Bidirectional Diffusion Bridge Models. - Duc Kieu; Kien Do; Nguyen Thanh Binh 001; Dang Nguyen 002; Thin Nguyen (CoRR, 2025)