Alert button
Picture for Van Nguyen

Van Nguyen

Alert button

A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation

Jan 29, 2024
Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Phung

Viaarxiv icon

Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities

May 26, 2023
Michael Fu, Trung Le, Van Nguyen, Chakkrit Tantithamthavorn, Dinh Phung

Figure 1 for Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities
Figure 2 for Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities
Figure 3 for Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities
Figure 4 for Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities
Viaarxiv icon

Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain

May 04, 2023
Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu

Figure 1 for Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain
Figure 2 for Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain
Figure 3 for Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain
Figure 4 for Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain
Viaarxiv icon

Few-shot Domain-Adaptive Visually-fused Event Detection from Text

May 04, 2023
Fatemeh Shiri, Farhad Moghimifar, Van Nguyen, Reza Haffari, Yuan-Fang Li

Figure 1 for Few-shot Domain-Adaptive Visually-fused Event Detection from Text
Figure 2 for Few-shot Domain-Adaptive Visually-fused Event Detection from Text
Figure 3 for Few-shot Domain-Adaptive Visually-fused Event Detection from Text
Figure 4 for Few-shot Domain-Adaptive Visually-fused Event Detection from Text
Viaarxiv icon

Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study

May 01, 2023
Jason Liu, Shohreh Deldari, Hao Xue, Van Nguyen, Flora D. Salim

Figure 1 for Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
Figure 2 for Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
Figure 3 for Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
Figure 4 for Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
Viaarxiv icon

Application of Knowledge Distillation to Multi-task Speech Representation Learning

Oct 29, 2022
Mine Kerpicci, Van Nguyen, Shuhua Zhang, Erik Visser

Figure 1 for Application of Knowledge Distillation to Multi-task Speech Representation Learning
Figure 2 for Application of Knowledge Distillation to Multi-task Speech Representation Learning
Figure 3 for Application of Knowledge Distillation to Multi-task Speech Representation Learning
Figure 4 for Application of Knowledge Distillation to Multi-task Speech Representation Learning
Viaarxiv icon

Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations

Sep 27, 2022
Vy Vo, Trung Le, Van Nguyen, He Zhao, Edwin Bonilla, Gholamreza Haffari, Dinh Phung

Figure 1 for Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations
Figure 2 for Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations
Figure 3 for Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations
Figure 4 for Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations
Viaarxiv icon

An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability

Sep 20, 2022
Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Phung

Figure 1 for An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability
Figure 2 for An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability
Figure 3 for An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability
Figure 4 for An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability
Viaarxiv icon

Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle

Sep 19, 2022
Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Dinh Phung

Figure 1 for Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle
Figure 2 for Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle
Figure 3 for Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle
Figure 4 for Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle
Viaarxiv icon

An Additive Instance-Wise Approach to Multi-class Model Interpretation

Jul 07, 2022
Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Phung

Figure 1 for An Additive Instance-Wise Approach to Multi-class Model Interpretation
Figure 2 for An Additive Instance-Wise Approach to Multi-class Model Interpretation
Figure 3 for An Additive Instance-Wise Approach to Multi-class Model Interpretation
Figure 4 for An Additive Instance-Wise Approach to Multi-class Model Interpretation
Viaarxiv icon