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Van Nguyen
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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

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


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

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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

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* 6 pages, accepted in the 24th IEEE International Conference on Mobile Data Management (MDM2023) 
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Application of Knowledge Distillation to Multi-task Speech Representation Learning


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

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* Speech representation learning, multitask learning, wav2vec, HuBERT, knowledge distillation 
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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

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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

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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

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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

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Paraphrasing Techniques for Maritime QA system


Mar 21, 2022
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li

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* 8 pages. The first three authors contribute equally 
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ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection


Oct 14, 2021
Van-Anh Nguyen, Dai Quoc Nguyen, Van Nguyen, Trung Le, Quan Hung Tran, Dinh Phung

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* The first two authors contributed equally. The code will be available soon at: https://github.com/daiquocnguyen/GNN-ReGVD 
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