Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0001-6857-5079
Google Scholar Profile: WWb7Y7AAAAAJ
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations from the last five years
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Research output
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DynamicBUS: restoring temporal dynamics from static ultrasound for improved breast cancer diagnosis
Yang, Z. (Co-first Author), Liu, Y. (Co-first Author), Bai, T., Biguri, A., Chen, H., Li, Y., Schönlieb, C.-B., Smedby, Ö., Chan, R. & Moreno, R., 2026, In: npj Breast Cancer. 12, 12 p., 112.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile -
Efficient Diffusion Training through Parallelization with Truncated Karhunen-Loève Expansion
Ren, Y., Liu, Y., Artola, A., Mertz, L., Chan, R. H. & Morel, J.-M., 22 Mar 2025, arXiv.Research output: Working Papers › Preprint
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Accurate detection and instance segmentation of unstained living adherent cells in differential interference contrast images
Pan, F., Wu, Y., Cui, K., Chen, S., Li, Y., Liu, Y., Shakoor, A., Zhao, H., Lu, B., Zhi, S., Chan, R.H.-F. & Sun, D., Nov 2024, In: Computers in Biology and Medicine. 182, 109151.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
14 Link opens in a new tab Citations (Scopus) -
EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
Liu, Y., Cun, X., Liu, X., Wang, X., Zhang, Y., Chen, H., Liu, Y., Zeng, T., Chan, R. & Shan, Y., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2024. IEEE, p. 22139-22149 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access138 Link opens in a new tab Citations (Scopus) -
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach
Liu, Y., Ren, Y., Cun, X., Artola, A., Liu, Y., Zeng, T., Chan, R. H. & Morel, J.-M., 4 Oct 2024, arXiv, 13 p.Research output: Working Papers › Preprint
Thesis
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Diffusion Probabilistic Models: From Mathematical Foundations to Applications in Visual Synthesis and Restoration
LIU, Y. (Author), HE, R. (Supervisor) & Shen, D. (External Co-Supervisor), 24 Jun 2026Student thesis: Doctoral Thesis