Scholar
profile | CV
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Students Pham,
Tien-Kha
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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 » The shifting landscape of modern AI, @VNU-HCM US, August 2024. » 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. |