Thin Nguyen

Thin Nguyen

Deakin University

H-index: 24

Oceania-Australia

About Thin Nguyen

Thin Nguyen, With an exceptional h-index of 24 and a recent h-index of 18 (since 2020), a distinguished researcher at Deakin University, specializes in the field of causal discovery, causal inference.

His recent articles reflect a diverse array of research interests and contributions to the field:

Root Cause Explanation of Outliers under Noisy Mechanisms

Domain Generalisation via Risk Distribution Matching

Normalizing Flows for Conditional Independence Testing

Variational Flow Models: Flowing in Your Style

Class-Incremental Learning with Causal Relational Replay

Robust Estimation of Causal Heteroscedastic Noise Models

Causal Inference via Style Transfer for Out-of-distribution Generalisation

Diffeomorphic Information Neural Estimation

Thin Nguyen Information

University

Position

Senior Research Fellow Australia

Citations(all)

2314

Citations(since 2020)

1878

Cited By

937

hIndex(all)

24

hIndex(since 2020)

18

i10Index(all)

42

i10Index(since 2020)

33

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Thin Nguyen Skills & Research Interests

causal discovery

causal inference

Top articles of Thin Nguyen

Title

Journal

Author(s)

Publication Date

Root Cause Explanation of Outliers under Noisy Mechanisms

Proceedings of the AAAI Conference on Artificial Intelligence

Phuoc Nguyen

Truyen Tran

Sunil Gupta

Thin Nguyen

Svetha Venkatesh

2024/3/24

Domain Generalisation via Risk Distribution Matching

Toan Nguyen

Kien Do

Bao Duong

Thin Nguyen

2024

Normalizing Flows for Conditional Independence Testing

Knowledge and Information Systems

Bao Duong

Thin Nguyen

2024

Variational Flow Models: Flowing in Your Style

arXiv preprint arXiv:2402.02977

Kien Do

Duc Kieu

Toan Nguyen

Dang Nguyen

Hung Le

...

2024/2/5

Class-Incremental Learning with Causal Relational Replay

Expert Systems With Applications

Toan Nguyen

Duc Kieu

Bao Duong

Tung Kieu

Kien Do

...

2024

Robust Estimation of Causal Heteroscedastic Noise Models

Quang-Duy Tran

Bao Duong

Phuoc Nguyen

Thin Nguyen

2024

Causal Inference via Style Transfer for Out-of-distribution Generalisation

Toan Nguyen

Kien Do

Duc Thanh Nguyen

Bao Duong

Thin Nguyen

2023/8/6

Diffeomorphic Information Neural Estimation

Bao Duong

Thin Nguyen

2023

Explaining Black Box Drug Target Prediction through Model Agnostic Counterfactual Samples

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Minh Tri Nguyen

Thin Nguyen

Tom Quinn

Truyen Tran

2022/7

Learning to Discover Medicines

Minh-Tri Nguyen

Thin Nguyen

Truyen Tran

2023/9

Differentiable Bayesian Structure Learning with Acyclicity Assurance

Quang-Duy Tran

Phuoc Nguyen

Bao Duong

Thin Nguyen

2023/12/1

Heteroscedastic Causal Structure Learning

Bao Duong

Thin Nguyen

2023

Handling Missing Data with Markov Boundary

Azhar Mohammed

Dang Nguyen

Bao Duong

Melanie Nichols

Thin Nguyen

2022/11/24

Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition

IEEE Transactions on Multimedia

Dung Nguyen

Duc Thanh Nguyen

Rui Zeng

Thanh Thi Nguyen

Son N Tran

...

2021/3/10

Conditional Independence Testing via Latent Representation Learning

Bao Duong

Thin Nguyen

2022

Graph convolutional networks for drug response prediction

IEEE/ACM Trans. Comput. Biol. Bioinform

Thanh-Tuan Nguyen

Giang Nguyen

Thin Nguyen

Duc-Hau Le

2022

Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring

Briefings in Bioinformatics

Tri Minh Nguyen

Thin Nguyen

Truyen Tran

2022/1/16

GEFA: Early Fusion Approach in Drug-Target Affinity Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Tri Minh Nguyen

Thin Nguyen

Thao Minh Le

Truyen Tran

2020/9/25

Causality-aided Recommendation Systems

Tri Minh Nguyen

Azhar Mohammed

Bao Duong

Thin Nguyen

2022

Bivariate Causal Discovery via Conditional Divergence

Bao Duong

Thin Nguyen

2022

See List of Professors in Thin Nguyen University(Deakin University)

Co-Authors

H-index: 153
Michael Berk

Michael Berk

Deakin University

H-index: 78
Svetha Venkatesh

Svetha Venkatesh

Deakin University

H-index: 60
Stephen J. Glatt

Stephen J. Glatt

SUNY Upstate Medical University

H-index: 58
Steven Allender

Steven Allender

Deakin University

H-index: 47
Dinh Phung

Dinh Phung

Monash University

H-index: 46
Sek Won Kong

Sek Won Kong

Harvard University

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