Scholar
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Students
Hoang-Anh Pham Tien-Kha Pham
Hoang-Long Dang
Minh-Tri Nguyen
Duy-Hung Tran
Xuan-Duc Nguyen
Tin Pham
Dung Nguyen
Ex-students
Thao Minh Le
Romero
de Morais
Tung Hoang
Hung Le
Kien
Do
Trang
Pham
Shiva
Gopakumar
Tu
Dinh
Nguyen
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Truyen
Tran (Trần
Thế Truyền) 75 Pigdons Rd, Waurn Ponds, Vic 3216, Australia |
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Research thrusts Deep learning 2.0» Cognitive architectures » Learning to reason » Graphs & relation » Drug discovery » Improving healthcare » Bioinformatics » COVID-19 » Computational chemistry » Automated software engineering » Anomaly detection |
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| News/Media » 04/2021: I will deliver a tutotrial at ECML-PKDD, Sept 2021. » 02/2021: I will deliver a keynote speech at FPT AI Conference, May 2021. » 10/2020: I will deliver a tutorial at IEEE SSCI 2020 on Deep Learning 2.0, four years after the first Deep Learning tutorial in 2016! » 09/2020: My ex-PhD student, now Dr Hung Le, won Deakin Thesis Award. » 08/2020: I have created a Covid-19 response page. » 08/2020: I gave a research talk at Monash University on machine reasoning. [Older news] |
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TPC
Member ICML'21 Senior PC, IJCAI'21 TPC Member AAAI'21 TPC Member, ICLR'21 |
TPC Member, NeurIPS'20 TPC Member, ECCV'20 TPC Member, ICML'20 TPC Member, AAAI'20 |
TPC Member, ICLR'20 TPC Member, NeurIPS'19 Area Chair, ACML'19 TPC Member, IJCAI'19 |
Grants (~$11.4M)
» 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
» Machine learning and reasoning for drug discovery @ECML-PKDD, Sept 2021.
» From deep learning to deep reasoning @KDD, August 2021.
» Neural machine reasoning @IJCAI, 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.