Research Projects

Australia National Competitive Grants

  • ARC Discovery Project, PI, Mitigating the Influence of Social Bots in Heterogeneous Social Networks. 2024 - 2026
  • ARC Discovery Project, PI, Toward Human-guided Safe Reinforcement Learning in the Real World. 2024 - 2026
  • ARC Discovery Project, PI, Improving Resilience of MCDI for Water Supply in Remote Communities. 2024 - 2026
  • ARC Discovery Project, Lead CI, Towards Unbiased and Generlisable Dynamic Recommender Systems, 2023 - 2026
  • ACARP, Chief Investigator, Risk Based Model for Forecasting Longwall Face Cavity Development, 2022 - 2023
  • ARC Discovery Project, Lead CI, Robust Preference Inference from Spatial-Temporal Interaction Networks, 2021 - 2023
  • EpiWatch – Artificial Intelligence Early-Warning System for Epidemics, CI, Medical Research Future Fund 2021 - 2022
  • ARC Linkage Project, Lead CI, Context and Activity Recognition for Personalised Behaviour Recommendation, 2020 - 2022
  • ARC LIEF, CI, "A Large-Scale Distributed Experimental Facility for the Internet of Things", Australian Research Council Linkage Infrastructure, Equipment and Facilities Project, 2018
  • ARC DECRA Award, Sole CI, "Effective Recommendation for Web of Things", Australian Research Council Discovery Early Career Researcher Award, 2016-2018

Other Grants

  • Lead CI, Multimodal Large Language Model for Adaptive Knowledge Transfer – From Vision-Language Modelling to Multimodal Learning in the Wild, Data61 Science Digital PhD Scholarships, 2024 - 2027
  • Lead CI, Towards Edge AI: Efficient Deep Learning for Resource-constrained Edge Devices, Data61 PhD Scholarship, 2023 - 2026
  • Lead CI, Uncertainty-guided Lifelong Machine Learning, Data61 PhD Scholarship, 2023 - 2026
  • Machine learning techniques for self-aware computing, Sole CI, Defence Science and Technology Group, 2021 - 2025
  • Deep learning for objective measure of tinnitus, CI, British Tinnitus Association 2021 - 2024
  • TechVouchers Project - Succession Plus Australia, Co-CI, Automatic and Integrative Business Solution for Valuation Data Warehousing, Department of Industry, New South Wales 2020
  • Cooperative Research Centres Projects, CI, DeepIoT – A New Hybrid Wireless IoT Platform for Underground Mines, 2020 - 2023
  • TechVouchers Project - iKnow Pty Ltd., Sole CI, Customter-centric Interactive Decision Making System, Department of Industry, New South Wales, 2019
  • Exploration of Hierarchy of Learning Models in Relation to Goals, Defence Science and Technology Group, 2020-2023
  • Long Range/BAA Project, Sole CI, "Context-aware Intent Prediction for Human-Machine Cooperation Improvement", Office of Naval Research (US Department of Navy), 2019 - 2021
  • Multi-faceted Adaptive Trust Management in Federated/Distributed Data and AI Systems, Lead CI, Collaborative Research Project, Data61, 2019 - 2021
  • UNSW-Tsinghua University Collaborative Research Fund, CI, "iAgeWell: A Unified Computational Mobile Solution for Personalised Wellness management in Senior Citizens", 2019 -2020
  • TechVoucher Project, Co-CI, Inkerz Smartpen, Department of Industry, New South Wales, 2019
  • TechVouchers Project - Raiz Pty Ltd., Sole CI, "Collaborative Deep Learning based Personalized Product Recommendation Model", Department of Industry, New South Wales, 2018
  • UNSW-Tsinghua University Collaborative Research Fund, Lead CI, "City Pulse: A Unified Computational Framework for Data-driven, People-centric Smarter City Applications", 2018 - 2019
  • Scientia Education Investment Fund Grant, CI, "Interdisciplinary Student Design Platform for Interactive Internet Of Things Network", 2017 - 2018
  • Research Infrastructure Scheme, CI, UNSW, 2017
  • Pilot Competitive Evaluation Research Agreement (CERA) Program, Lead CI, "Enhancing the Reliability of Pervasive Distributed Systems with Self-Healing", Defence Science Institute, 2016 - 2017
  • CRC D2D PhD Scholarships, 2016 - 2018
  • Academic Startup Fund, Sole CI, UNSW, 2016 - 2018
  • Inaugural Vice Chancellor's Women's Research Excellence Award, The University of Adelaide, 2015
  • Interdisciplinary Research Fund, CI, "Staying lndependent: An interdisciplinary approach to better living of older Australians", The University of Adelaide, 2015
  • ECMS Research Support Scheme, Sole CI, "Abnormal Activities Detection in Interent of Things", Sole CI, The University of Adelaide, 2014.
-->