Working Experience

Research Fellow [Mar. 2024 - Present]

Applied Artificial Intelligence Institute (A2I2), Deakin University

Postdoctoral Associate [Apr. 2023 - Feb. 2024]

Laboratory for Information & Decision Systems, Massachusetts Institute of Technology

  • Developing methods to facilitate the collaboration and to ensure fairness between multiple parties in solving machine learning problems, especially optimizing black box functions.

Senior Postdoctoral Fellow [Jul. 2021 - Apr. 2023]

Institute of Data Science (IDS), National University of Singapore (NUS)

  • Developed new approaches to resolve problems in the theme of Trustable Model-Centric Sharing for Collaborative Machine Learning (ML) such as machine unlearning and collaborative ML techniques.

Postdoctoral Fellow [Dec. 2018 – Jun. 2021]

NUS-Singtel Cyber Security Research & Development Laboratory

  • Worked on the machine unlearning problem for network data.

Research Assistant [Aug. 2017 – Dec. 2018]

NUS-Singtel Cyber Security Research & Development Laboratory

  • Worked on anomaly detection in NetFlow data using variational autoencoders.

Professional Services

  • Meta-reviewer of ECAI 2023.
  • Program Committee member/reviewer of
    • ICLR (2022,2024)
    • AAMAS (2023)
    • AISTATS (2023 top 10% of reviewers)
    • ICRA (2023)
    • IROS (2023)
    • AAAI (2022, 2023)
    • ICML (2022)
    • RSS (2022)
    • IJCAI (2021, 2022)
    • NeurIPS (2021,2022,2023)
    • CoRL (2020)