My name is Zhenyu Yu (喻臻钰), and I am currently a Postdoctoral Fellow at Guangzhou University, China. I received my PhD in Geographical Information Systems (GIS) from Yunnan Normal University, China in 2022. My research interests are diverse, encompassing Machine Learning, AI for Science, Remote Sensing, GIS, and Lake Environments. My publications to date include spatio-temporal analysis, downscaling , estimation, time series prediction, super-resolution reconstruction, semantic segmentation, and style transfer.

  I have a deep passion for Computer Science, particularly in the areas of Computer Vision and Machine Learning. Although continually expanding my expertise in these fields, I am eager to collaborate with like-minded scholars and practitioners. Additionally, I have a growing interest in Transfer Learning, Lifelong (Continual) Learning, Human-AI Interaction, Cryptography & Security, etc.

  Relocating to Guangzhou marks my first venture away from my hometown after nearly thirty years. This move represents the beginning of my journey to engage with the global academic community. I am now actively seeking opportunities to broaden my horizons and contribute to my understanding of the world through technology.

  Please contact me if you are exploring similar research themes or are interested in collaboration. I look forward to the potential of working together to advance the frontiers of knowledge in our fields.

If you have a dream, you have to protect it.   –The Pursuit of Happyness

The world is so big, I want to see it … …

Just keep running … …

Selected Publications

2025

Yu, Z., Chan, C. S. (2025). Yuan: Yielding Unblemished Aesthetics Through A Unified Network for Visual Imperfections Removal in Generated Images. The Association for the Advancement of Artificial Intelligence (AAAI) 2025. (Poster Presentation, Top 23.4%, Core A*, CCF-A)
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2024

Yu, Z., Wang, P. (2024). CaPAN: Class-aware Prototypical Adversarial Networks for Unsupervised Domain Adaptation. IEEE International Conference on Multimedia and Expo (ICME) 2024. (Oral Presentation, Top 15%, Core A, CCF-B)
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Wang, P., Yang, Y., & Yu, Z. (2024). Multi-batch Nuclear-norm Adversarial Network for Unsupervised Domain Adaptation. IEEE International Conference on Multimedia and Expo (ICME) 2024. (Oral Presentation, Top 15%, Core A, CCF-B)
[ pdf | code ]

2023

Yu, Z., Wang, J., Yang, X., & Ma, J. (2023). Superpixel-based Style Transfer Method for Single-temporal Remote Sensing Image Identification in Forest Types. Remote Sensing. 15(15), 3875. (SCI, Q1, IF: 4.9)
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2021

Yu, Z., Yang, K., Luo, Y., Wang, P., & Yang, Z. (2021). Research on the lake surface water temperature downscaling based on deep learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1-1. (SCI, Q1, IF: 5.308)
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Yu, Z., Yang, K., Luo, Y., & Yang, Y. (2021). Secchi depth inversion and its temporal and spatial variation analysis - A case study of nine plateau lakes in Yunnan Province of China. International Journal of Applied Earth Observation and Geoinformation, 100, 102344. (SCI, Q1, IF: 8.577)
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2020

Yu, Z., Yang, K., Luo, Y., & Shang, C. (2020). Spatial-temporal process simulation and prediction of chlorophyll-a concentration in Dianchi Lake based on wavelet analysis and long-short term memory network. Journal of Hydrology, 582, 124488. (SCI, Q1, IF: 6.4)
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Yang, K. ¹, Yu, Z. ¹, & Luo, Y. (2020). Analysis on driving factors of lake surface water temperature for major lakes in Yunnan-Guizhou Plateau. Water Research, 184, 116018. (SCI, Q1, IF: 12.372)
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Yu, Z., Yang, K., Luo, Y., Shang, C., & Zhu, Y. (2020). Lake surface water temperature prediction and changing characteristics analysis - A case study of 11 natural lakes in Yunnan-Guizhou Plateau. Journal of Cleaner Production, 276. (SCI, Q1, IF: 10.2)
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2019

Yang, K. ¹, Yu, Z. ¹, Luo, Y., Zhou, X., & Shang, C. (2019). Spatial-Temporal Variation of Lake Surface Water Temperature and Its Driving Factors in Yunnan-Guizhou Plateau. Water Resources Research, 55(6), 4688-4703. (SCI, Q1, IF: 5.9)
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2018

Yang, K., Yu, Z., Luo, Y., Yang, Y., Zhao, L., & Zhou, X. (2018). Spatial and temporal variations in the relationship between lake water surface temperatures and water quality - A case study of Dianchi Lake. Science of the Total Environment, 624, 859-871. (SCI, Q1, IF: 8.6)
[ pdf | code ]