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Students 
Le, Minh-Khoa 
Le, Quang-Hung 
Tran, Xuan-Tuyen 
NguyenMinh-Thang 
Do, Truong-Giang
 
Bach, T.Q.M. Thong
 

Alumni 

Pham, Tien-Kha 
Tran, Duy-Hung  
Pham, Hoang-Anh 
Nguyen, Xuan-Duc 
Dang, Hoang-Long 
Nguyen, Minh-Tri  
Nguyen, Dung  
Le, Minh-Thao 
Barata, Romero 
Hoang, Thanh-Tung
 
Le, Thai-Hung 
Do, Duc-Kien 
Pham, Minh-Trang 
Gopakumar, Shiva 
Nguyen, Dinh-Tu 

 

 


 

Truyen Tran (Trần Thế Truyền)
Professor | Head of AI, Health and Science
Applied Artificial Intelligence Institute (A2I2), Deakin University.

75 Pigdons Rd, Waurn Ponds, Vic 3216, Australia
truyen.tran {__AT__} deakin.edu.au

Research thrusts

AI Fundamentals
» Machine reasoning
» Abstraction and generalisation
» Artificial social intelligence
AI for Science
» Materials science
» Computational biology
» Physics-informed ML
AI for Health
» Clinical prediction models
» Mental health

» Medical imaging
Topics
News/Media

» 03/2024: I will give public talk on Generative AI at Vietnam National University - HCM on the occasion of signing strategic MoU with Deakin University.
» 03/2024: I will give talk at University of Science - HCM on "AI in the post-deep learning era".
» 11/2023: I will give talk at DAIRNet Defence AI Seminar Series on "Generative AI: Shifting the AI landscape".
» 11/2023: I will give talks at 2023 Defence Human Sciences Symposium on "Multimodal Generative AI" & "UNITED for multichannel temporal data".
» 10/2023: I will deliver a keynote at PRICM11, Nov 2023 on "Generative AI for materials discovery".
» 09/2023: PhD scholarships available for 2023-2024 intake. Areas: Generative AI, AI4Science, machine reasoning, human-compatible AI.

[Older news]

 

 


Grants (~$25M)
» AAA-MEDICAL: Integrating synergistic expertise for better treatment of Abdominal Aortic Aneurysm ($5M), NHMRC Synergy, 2024-2029.
» New biomarkers for abdominal aortic aneurysm ($1M), MRFF Cardiovascular Health Mission, 2023-2026.
» Learning and reasoning on multisensor data ($850K), Australian Department of Defence, 2022-2024.
» Assessing cerebral palsy risk from video ($350K), Cerebral Palsy Alliance, 2022-2025.
» A generic framework for verifying machine learning algorithms ($360K), ARC Discovery, 2021-2023.
» Optimising treatments in mental health using AI ($5M), MRFF AI in Health, 2021-2026.
» Defence applied AI experiential CoLab ($1M annual), Australian Department of Defence, 2020-ongoing.
» ARC research hub for digital enhanced living, ($3M), ARC Industrial Transformation Research Hubs, 2018–2022.
» Telstra centre of excellence in big data and machine learning ($1.6M), Telstra, 2016–2020.
» Advanced data analytics for care management of chronic disease, ($760K), Barwon Health, 2013-2017.
» Improving cancer care ($200K), Western Alliance, 2016-2017.
» Accuracy of machine scoring of fidgety movements from high risk infant populations ($134K), Cerebral Palsy Alliance, 2016–2017.
» Predicting hazardous software components using deep learning, ($100K), Samsung GRO, 2016–2017.

Talks/Tutorials

» AI in the post-deep learning era @VNU-HCM US, April 2024.
» Generative AI: Shifting the AI landscape @DAIRNet Defence AI Seminar Series, Dec 2023.
» Generative AI to accelerate discovery of materials, Keynote @PRICM11, Nov 2023.
» Deep learning and reasoning: Recent advances, Tutorial @VIASM Summer School in Deep Learning, July 2023.
» AI for automated materials discovery, @Thuyloi University, May 2023.
» Deep analytics via learning to reason Keynote @ACOMPA, Nov 2022.
» Machine learning and reasoning for drug discovery @ECML-PKDD, Sept 2021.
» Neural machine reasoning A tutorial @IJCAI, August 2021.
» Deep learning 2.0 Keynote @FPT AI Conference, August 2021.
» From deep learning to deep reasoning A tutorial @KDD, August 2021.
» Deep learning 1.0 and beyond, A tutorial @IEEE SSCI, Canberra, Dec 2020.
»
Machine reasoning, @Monash University, August 2020.
»
AI in Covid-19 pandemic, @VANJ Webminar, May 2020.(Vietnamese version).
» Machine reasoning at A2I2, @A2I2 reading group, April 2020.
»
Machines that learn to talk about what they see, Keynote at NICS'19, Hanoi, Vietnam, Dec 2019.
»
Climate change: Challenges and AI-driven solutions, @Swinburne Vietnam, Hanoi,  Vietnam, Dec 2019.
»
Modern AI for drug discovery, VietAI Summit, Nov 2019.
»
Deep learning for biomedicine, Lecture at Southeast Asia Machine Learning (SEA ML) School, Depok, Greater Jakarta, Indonesia, July 2019.
»
Deep learning for genomics: Present and future, Genomic Medicine 2019, Hanoi, Vietnam, June 2019.
»
Memory advances in Neural Turing Machines, AI Day, Hanoi, Vietnam, June 2019.
»
Empirical AI Research , @International University, HCM City, Vietnam, May 2019.
»
Representation learning on graphs, Keynote at MAPR, HCM City, Vietnam, May 2019.
»
AI that/for matters, @Phenikaa University, Hanoi, Vietnam, Jan 2019.
»
Deep learning for biomedicine: Genomics and Drug design, @Institute of Big Data, Hanoi, Vietnam, Jan 2019.
»
Advances in Neural Turing Machines, @CafeDSLUniversity of Wollongong, Aug 2018.
»
Deep learning for episodic interventional data, ISCB-ACS 2018, Melbourne, Aug 2018.
» Deep learning for astronomy at Harley Wood School for Astronomy, Ballarat, Australia, June 2018.
»
Deep learning for biomedical discovery and data mining, Tutorial at PAKDD'18, Melbourne, Australia.
»
Deep learning for biomedicine, Tutorial at ACML'17, Seoul, Korea.
»
Deep neural nets for healthcare, @Amazon Seattle, Feb 2017.
»
Deep learning for detecting anomalies and software vulnerabilities, @Academy of Cryptography Techniques, Hanoi, Vietnam, Jan 2017.
»
Deep architecture engineering, @Hanoi Uni of Sci and Tech (HUST); and VNU Uni of Eng and Tech (VNU-UET), Jan 2017.
» Deep learning, @WEHI, Melbourne, Dec 2016.
» Deep learning tutorials at AusDM'16 in Canberra, AI'16 in Hobart.
»
Deep learning for non-cognitive domains, @DSL, University of Wollongong, Aug 2016.