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| <h1>Australian Artificial Intelligence Institute</h1> |
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| <h3>University of Technology Sydney</h3> |
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| Advancing the theoretical foundations, innovative technologies, and real-world applications of artificial intelligence. |
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| 🌐 [**Official Website**](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute) · 🔬 [**Our Research**](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute/our-research) · 👥 [**Research Team**](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute/about/team) |
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| ## About AAII |
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| The **Australian Artificial Intelligence Institute (AAII)** at the **University of Technology Sydney (UTS)** is Australia’s largest research hub dedicated to artificial intelligence. Led by Distinguished Professor Jie Lu *AO*, AAII is internationally recognised for excellence in AI research, collaboration, education, and technology translation. |
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| Established at UTS in 2017 and elevated to institute status in 2020, AAII brings together **35 academic staff, 10 postdoctoral fellows, and more than 200 PhD students** across eight key research laboratories. Its research spans fundamental AI, technology transfer, and real-world applications with significant scientific, social, and economic impact. |
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| ## Research Areas |
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| Our research covers a broad spectrum of artificial intelligence, including: |
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| * Machine learning, deep learning, and representation learning |
| * Large language models and foundation models |
| * Computational intelligence and autonomous learning |
| * Computer vision and pattern recognition |
| * Reinforcement learning and transfer learning |
| * Responsible, explainable, secure, and privacy-preserving AI |
| * Concept drift and learning from evolving data |
| * Graph learning, network analytics, and data science |
| * Brain–computer interfaces and neuromorphic computing |
| * Biomedical AI, bioinformatics, and predictive genomics |
| * Decision intelligence and human–machine collaboration |
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| AAII translates foundational research into applications across healthcare, finance, transportation, defence, education, telecommunications, agriculture, and other critical sectors. |
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| ## Open Research on Hugging Face |
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| Our research on Hugging Face is organised into thematic collections, bringing together related papers, datasets, models, and open-source resources. |
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| * 🔄 [**Concept Drift**](https://huggingface.co/collections/UTS-AAII/concept-drift) — Robust and adaptive learning under evolving distributions, spanning multimodal pre-training, non-stationary custom-tuning, heterogeneous multi-stream learning, and reasoning alignment. |
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| * 🔁 [**Transfer Learning**](https://huggingface.co/collections/UTS-AAII/transfer-learning) — Methods for transferring knowledge across domains, tasks, and distributions to improve data efficiency, adaptation, and generalisation in limited-data settings. |
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| * 🎯 [**Recommender Systems**](https://huggingface.co/collections/UTS-AAII/recommender-systems) — Intelligent and adaptive recommendation methods that model user preferences, heterogeneous information, and evolving interactions to support personalised decision-making. |
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| Please refer to the corresponding repository card for licensing conditions, citations, intended uses, and limitations. |
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| ## Research and Collaboration |
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| AAII collaborates with universities, research institutes, governments, and industry partners in Australia and internationally. We welcome opportunities for: |
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| * Academic and industry research collaboration |
| * Open-source AI development |
| * Visiting researchers and students |
| * PhD and postdoctoral research |
| * Technology translation and real-world deployment |
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| ## Learn More |
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| * 🌐 [AAII Official Website](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute) |
| * 🔬 [Research and Projects](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute/our-research) |
| * 🧪 [AAII Research Labs](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute/our-research/our-research-labs) |
| * 👥 [Our Team](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute/about/team) |
| * 📰 [News and Updates](https://www.uts.edu.au/research/centres/australian-artificial-intelligence-institute/news) |
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| ## Contact |
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| **Australian Artificial Intelligence Institute** |
| University of Technology Sydney |
| Building 2, Level 12 |
| 61 Broadway, Ultimo, NSW 2007, Australia |
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| 📧 [aaiiadmin@uts.edu.au](mailto:aaiiadmin@uts.edu.au) |
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| **Australian Artificial Intelligence Institute · University of Technology Sydney** |
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| </div> |
