I am a Lecturer (Assistant Professor) in Computer Science at the University of Exeter, previously I worked at the Chinese Academy of Sciences and the University of Liverpool. I earned my PhD from the University of Liverpool, under the supervision of Prof. Xiaowei Huang and Prof. Xinping Yi.

I am interested in developing reliable algorithms for modern machine learning models and applications. I focuse on aligning AI with human values/rules, while providing formal theoretical guarantees and rigorous analyses.

I am pleased to announce multiple openings for PhD and internship positions for the 2024/25 academic year. Scholarships are available through the University of Exeter and the CSC-Exeter program. If you are interested in these opportunities or would like to discuss potential collaborations, please don’t hesitate to contact me at g.jin@exeter.ac.uk.

Recent News

  • (02/2025) Get two PhD studentships from the EU Horizon project.
  • (01/2025) Two papers accepted to ICLR2025.
  • (07/2024) Start my position as a Lecturer at Exeter.
  • (06/2024) One paper accepted to ECCV2024.
  • (05/2024) One paper accepted to PRCV2024.
  • (01/2024) One paper accepted to ICML2024.
  • (07/2023) Start my position as an Associate Research Professor at ISCAS.
  • (03/2023) Two papers accepted to ICCV2023.
  • (03/2023) One paper accepted to CVPR2023.

Funding & Grants

  • Two PhD studentships (£120,000 external) 2025 - 2028
    Funded by the EU Horizon project “Robustifying Generative AI through Human-Centric Integration of Neural and Symbolic Methods”
  • Trustworthy Intelligent Algorithms in Complex Environments (Co-I) 2022 - 2027
    Funded by the Chinese Academy of Sciences. CN¥20M (≈£2.2M)
  • FOCETA (Foundations for Continuous Engineering of Trustworthy Autonomy) (Research Assistant) 2021 - 2023
    Funded by EU H2020. €4,985,540
  • EnnCore (End-to-End Conceptual Guarding of Neural Architectures) (Research Assistant) 2020 - 2024
    Funded by EPSRC. £1,721,560
  • SOLITUDE (Safety Argument for Learning-enabled Autonomous Underwater Vehicles) (Research Assistant) 2020 - 2022
    Funded by UK DSTL. £400K

Selected Publications

Teaching

  • ECM1416: Computational Mathematics

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