Scholar
profile | CV |
LinkedIn
Blog
AI reading club
Scholarships
Guides to PhD
Students
Minh-Khoa Le
Quang-Hung Le
Xuan-Tuyen Tran
Minh-Thang Nguyen
Alumni
Tien-Kha Pham
Duy-Hung Tran
Hoang-Anh Pham
Duc Nguyen
Hoang-Long Dang
Minh-Tri Nguyen
Dung Nguyen
Thao Minh Le
Romero
de Morais
Tung Hoang
Hung Le
Kien
Do
Trang
Pham
Shiva
Gopakumar
Tu
Dinh
Nguyen
|
Truyen
Tran (Trần
Thế Truyền) 75 Pigdons Rd, Waurn Ponds, Vic 3216, Australia |
|
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 |
 |
| 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 | On Slideshare
» 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, @CafeDSL, University 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.