Truyen Tran

Truyen Tran

Deakin University

H-index: 39

Oceania-Australia

About Truyen Tran

Truyen Tran, With an exceptional h-index of 39 and a recent h-index of 32 (since 2020), a distinguished researcher at Deakin University, specializes in the field of artificial intelligence, AI for science, AI for health.

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

Enabling discovery of materials through enhanced generalisability of deep learning models

Learning evolving relations for multivariate time series forecasting

Revisiting the dataset bias problem from a statistical perspective

Root cause explanation of outliers under noisy mechanisms

Protocol: Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in …

Robust and interpretable general movement assessment using fidgety movement detection

Vision: Requirements engineering for software development in aged care

Guiding visual question answering with attention priors

Truyen Tran Information

University

Position

Associate Professor Applied AI Institute

Citations(all)

7239

Citations(since 2020)

5871

Cited By

3382

hIndex(all)

39

hIndex(since 2020)

32

i10Index(all)

95

i10Index(since 2020)

76

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Truyen Tran Skills & Research Interests

artificial intelligence

AI for science

AI for health

Top articles of Truyen Tran

Title

Journal

Author(s)

Publication Date

Enabling discovery of materials through enhanced generalisability of deep learning models

arXiv preprint arXiv:2402.10931

Sherif Abdulkader Tawfik

Tri Minh Nguyen

Salvy P Russo

Truyen Tran

Sunil Gupta

...

2024/1/31

Learning evolving relations for multivariate time series forecasting

Applied Intelligence

Binh Nguyen-Thai

Vuong Le

Ngoc-Dung T Tieu

Truyen Tran

Svetha Venkatesh

...

2024/3/15

Revisiting the dataset bias problem from a statistical perspective

arXiv preprint arXiv:2402.03577

Kien Do

Dung Nguyen

Hung Le

Thao Le

Dang Nguyen

...

2024/2/5

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

Protocol: Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in …

BMJ Open

Kit Huckvale

Leonard Hoon

Eileen Stech

Jill M Newby

Wu Yi Zheng

...

2023

Robust and interpretable general movement assessment using fidgety movement detection

IEEE Journal of Biomedical and Health Informatics

Romero Morais

Vuong Le

Catherine Morgan

Alicia Spittle

Nadia Badawi

...

2023/7/27

Vision: Requirements engineering for software development in aged care

John Grundy

Anuradha Madugalla

Jennifer McIntosh

Truyen Tran

2023/9

Guiding visual question answering with attention priors

Thao Minh Le

Vuong Le

Sunil Gupta

Svetha Venkatesh

Truyen Tran

2023

Deep learning reveals key aspects to help interpret the structure-property relationships of materials

Hieu-Chi Dam

Tien-Sinh Vu

Minh-Quyet Ha

Duong Nguyen Nguyen

Viet-Cuong Nguyen

...

2023/7/13

Balanced Q-learning: Combining the influence of optimistic and pessimistic targets

Thommen George Karimpanal

Hung Le

Majid Abdolshah

Santu Rana

Sunil Gupta

...

2023/12

Towards understanding structure–property relations in materials with interpretable deep learning

npj Computational Materials

Tien-Sinh Vu

Minh-Quyet Ha

Duong-Nguyen Nguyen

Viet-Cuong Nguyen

Yukihiro Abe

...

2023/12/7

Improving out-of-distribution generalization with indirection representations

Kha Pham

Hung Le

Man Ngo

Truyen Tran

2023/4

LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying

arXiv preprint arXiv:2308.13542

Thommen George Karimpanal

Laknath Buddhika Semage

Santu Rana

Hung Le

Truyen Tran

...

2023/8/21

Dynamic reasoning for Movie QA: A character-centric approach

IEEE Transactions on Multimedia

Long Hoang Dang

Thao Minh Le

Vuong Le

Tu Minh Phuong

Truyen Tran

2023/10/5

Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university …

BMJ open

Kit Huckvale

Leonard Hoon

Eileen Stech

Jill M Newby

Wu Yi Zheng

...

2023/4/1

Predicting the risk of diabetes complications using machine learning and social administrative data in a country with ethnic inequities in health: Aotearoa New Zealand

Nhung Nghiem

Nick Wilson

Jeremy Krebs

Truyen Tran

2023/8/21

Hierarchical GFlowNet for crystal structure generation

Tri Minh Nguyen

Sherif Abdulkader Tawfik

Truyen Tran

Sunil Gupta

Santu Rana

...

2023/11/3

Memory-augmented theory of mind network

Proceedings of the AAAI Conference on Artificial Intelligence

Dung Nguyen

Phuoc Nguyen

Hung Le

Kien Do

Svetha Venkatesh

...

2023/6/26

Social motivation for modelling other agents under partial observability in decentralised training

Dung Nguyen

Hung Le

Kien Do

Svetha Venkatesh

Truyen Tran

2023/1/1

Enhancing length extrapolation in sequential models with pointer-augmented neural memory

arXiv preprint arXiv:2404.11870

Hung Le

Dung Nguyen

Kien Do

Svetha Venkatesh

Truyen Tran

2024/4/18

See List of Professors in Truyen Tran 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: 66
John Grundy

John Grundy

Monash University

H-index: 47
Dinh Phung

Dinh Phung

Monash University

H-index: 40
Sunil Gupta

Sunil Gupta

Deakin University

H-index: 39
Aditya Ghose

Aditya Ghose

University of Wollongong

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