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Dr Mingjun Zhong

Lecturer

University of Aberdeen · United Kingdom
Healthcare dataEnergy EfficiencySpectroscopy dataData EngineeringFoundation ModelsSelf-Supervised LearningCausal InferenceMarkov chain Monte Carlo

简介

Email Addressmingjun.zhong@abdn.ac.ukSchool/DepartmentSchool of Natural and Computing Sciences Biography I have been a Lecturer in Machine Learning at the Department of Computing Science at the University of Aberdeen since June 2020. My research interests include Machine Learning, Data Science, Data Engineering, Computational Statistics, Computational Sustainability, Machine Learning for Medical Science, etc. If you want to explore more about my research, please check My Publications. Memberships and Affiliations Internal Memberships Currently, I am serving as the director of the MSc IT programme and a Tutor. External Memberships I serve as an Associate Editor for the journal Neural Processing Letters. I serve as a Review Editor for the journal Frontiers in Applied Mathematics and Statisti

代表成果

  • DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions 2026 - PublishedDou, J., Luo, L., Zhu, B., Luo, H., Zhong, M., Cheng, Y. Contributions to Journals: Conference Articles[ONLINE] DOI: https://doi.org/10.1609/aaai.v40i25.39228[OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/18d8b447-3333-4692-99e1-140c9abfd84c/download
  • [ONLINE] DOI: https://doi.org/10.1609/aaai.v40i25.39228
  • [OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/18d8b447-3333-4692-99e1-140c9abfd84c/download
  • From Picture Archiving and Communication System to AI production: development of a preprocessing pipeline for musculoskeletal radiological images from real-world data sources results from the AI to Revolutionize the patient Care pathway in Hip and knEe aRthroplastY (ARCHERY) project 2026 - PublishedFarrow, L., Zhong, M., Wilde, K., Anderson, L. Bone and Joint Open, vol. 7, no. 3, pp. 309-315Contributions to Journals: Articles[ONLINE] DOI: https://doi.org/10.1302/2633-1462.73.BJO-2025-0201.R1[OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/8d705970-757f-44b5-aa5f-2f33d4c20334/download[ONLINE] View publication in Scopus
  • [ONLINE] DOI: https://doi.org/10.1302/2633-1462.73.BJO-2025-0201.R1
  • [OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/8d705970-757f-44b5-aa5f-2f33d4c20334/download
  • [ONLINE] View publication in Scopus
  • Capsule Network Projectors are Equivariant and Invariant Learners 2025 - PublishedEverett, M., Durrant, A., Zhong, M., Leontidis, G. Transactions on Machine Learning Research, vol. 2025, no. 10, 4991Contributions to Journals: Articles[ONLINE] https://openreview.net/forum?id=7owCO3qskH[OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/8673d860-a1f7-4f89-85f4-8339e88778e4/download
  • [ONLINE] https://openreview.net/forum?id=7owCO3qskH
  • [OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/8673d860-a1f7-4f89-85f4-8339e88778e4/download

数据校验于 9/6/2026数据来源

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还没有评价。成为第一位分享经验的学生吧。