Research output per year
Research output per year
Personal profile
Research interests
Theoretically and intuitively explainable machine learning algorithms and applications.
Education/Academic qualification
Statistical Science, Doctor of Science, University College London
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Dive into the research topics where Mingzhi Dong is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Generation
Wang, C., Yan, S., Chen, Y., Wang, X., Wang, Y., Dong, M., Yang, X., Li, D., Zhu, R., Clifton, D. A., Dick, R. P., Lv, Q., Yang, F., Lu, T., Gu, N. & Shang, L., 6 Mar 2025, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Contribution to journal › Article › peer-review
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Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
Dong, F., Chen, M., Zhou, J., Shi, Y., Chen, Y., Dong, M., Wang, Y., Li, D., Yang, X., Zhu, R., Dick, R., Lv, Q., Yang, F., Lu, T., Gu, N. & Shang, L., 31 Dec 2024, Advances in Neural Information Processing Systems 37: NeurIPS 2024 . NeurIPS Proceedings, Vol. 37. (Advances in Neural Information Processing Systems).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access -
Toward Certified Robustness of Distance Metric Learning
Yang, X., Guo, Y., Dong, M. & Xue, J.-H., 1 Mar 2024, In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (SciVal) -
OVER-PARAMETERIZED MODEL OPTIMIZATION WITH POLYAK-ŁOJASIEWICZ CONDITION
Chen, Y., Shi, Y., Dong, M., Yang, X., Li, D., Wang, Y., Dick, R. P., Lv, Q., Zhao, Y., Yang, F., Gu, N. & Shang, L., 1 Feb 2023, 11th International Conference on Learning Representations, ICLR 2023.Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access2 Citations (SciVal) -
Self-Supervised Video-Centralised Transformer for Video Face Clustering
Wang, Y., Dong, M., Shen, J., Luo, Y., Lin, Y., Ma, P., Petridis, S. & Pantic, M., 10 Feb 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 12944 - 12959Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (SciVal)
Activities
- 2 Editorial activity
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IEEE Transactions on Circuits and Systems for Video Technology (Journal)
Dong, M. (Associate editor)
1 Jan 2025 → …Activity: Publication peer-review and editorial roles › Editorial activity
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IEEE Transactions on Neural Networks and Learning Systems (Journal)
Dong, M. (Associate editor)
1 Jan 2025 → …Activity: Publication peer-review and editorial roles › Editorial activity