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Yuan Zhou*, Xiaoting Du, Mingfei Wang, etc, “Cross-Scale Residual Network: a General Framework for Image Super-resolution, Denoising, and Deblocking”, IEEE Transactions on Cybernetics, 2021. DOI:10.1109/TCYB.2020.3044374（中科院一区，影响因子：19.118）
Yuan Zhou*, Jianxing Yang, Hongru Li, etc, “Adversarial Learning for Multiscale Crowd Counting under Complex Scenes”, IEEE Transactions on Cybernetics, vol. 30, no. 1, pp. 5423-5432, Nov. 2021.（中科院一区，影响因子：19.118）
Yuan Zhou*, Shuwei Huo, Wei Xiang, etc, "Semi-Supervised Salient Object Detection Using a Linear Feedback Control System Model", IEEE Transactions on Cybernetics, Vol. 49, No. 4, Apr. 2019. (中科院一区，影响因子：19.118)
Yuan Zhou, Jieke Hao, Shuwei Huo, Boyu Wang, Leijiao Ge*, and Sun-Yuan Kung, “Automatic Metric Search for Few-shot Learning”, IEEE Transactions on Neural Networks and Learning Systems, 2023 (中科院一区, 影响因子：14.255)
Yuan Zhou*, Xukai Xie, and Sun-Yuan Kung, “Exploiting Operation Importance for Differentiable Neural Architecture Search”, IEEE Transactions on Neural Networks and Learning Systems, 2022(中科院一区, 影响因子：14.255)
Shuwei Huo, Yuan Zhou*, Wei Xiang and Sun-Yuan Kung, “Semi-supervised Learning Based on a Novel Iterative Optimization Model for Saliency Detection”, IEEE Transactions on Neural Network and Learning Systems, vol. 30, no. 1, pp. 225-241, Jan. 2019.(中科院一区, 影响因子：14.255，通信作者，学生一作)
Yuan Zhou*, Tao Cao and Wei Xiang，“Anypath Routing Protocol Design via Q-Learning for Underwater Sensor Networks”. IEEE Internet of Things Journal, 2 Vol. 8, Issue. 10, pp. 8173 - 8190, May 2021. （中科院一区，影响因子：10.238）
Shuwei Huo, Yuan Zhou* , Jianjun Lei, etc. “Iterative Feedback Control-Based Salient Object Segmentation,” IEEE Transactions on Multimedia, vol. 20, no 6, pp. 1350-1364, Jun 2018. (中科院一区，影响因子：8.182，通信作者，学生一作)
Yuan Zhou*, Ailing Mao, Shuwei Huo etc, “Salient Object Detection via Fuzzy Theory and Object-level Enhancement”, IEEE Transactions on Multimedia, vol. 1, no. 1, pp. 74-85, Jan. 2019.(中科院一区，影响因子：8.182)
Yuan Zhou, Ruolin Wang*, Hongru Li* and Sun-Yuan Kung, "Temporal Action Localization Using Long Short-Term Dependency," IEEE Transactions on Multimedia, vol. 23, pp. 4363-4375, Dec. 2021.（中科院一区，影响因子：8.182）
Yuan Zhou*, Liyang Feng, etc, “Hyperspectral and Multispectral Image Fusion Based on Local Low Rank and Coupled Spectral Unmixing”, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 10, pp. 5997-6009, Oct. 2017. (中科院一区，影响因子：8.125）
Yuan Zhou, Chang Lu, Keran Chen, and Xiaofeng Li*, "Multilayer Fusion Recurrent Neural Network for Sea Surface Height Anomaly Field Prediction," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-11, 2022, no. 4205111, doi: 10.1109/TGRS.2021.3126460. (中科院一区，影响因子：8.125)
Yuan Zhou, Keran Chen, and Xiaofeng Li*, “Dual Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager,” IEEE Transactions on Geoscience and Remote Sensing, 2022. (中科院一区，影响因子：8.125）
Yuan Zhou, Yanjie Feng, Shuwei Huo and Xiaofeng Li*, “Joint Frequency-Spatial Domain Network for Remote Sensing Optical Image Change Detection,” IEEE Transactions on Geoscience and Remote Sensing, 2022. (中科院一区，影响因子：8.125)
Yuan Zhou, Xiangrui Li, Keran Chen*, and Sun-Yuan Kung, “Progressive Learning for Unsupervised Change Detection on Aerial Images”, IEEE Transactions on Geoscience and Remote Sensing, 2023. (中科院一区，影响因子：8.125)
Yuan Zhou*, Dandan Li, Shuwei Huo and Sun-Yuan Kung, "Shape Autotuning Activation Function", Expert Systems With Applications, vol. 171, 1 June 2021. (中科院一区,影响因子：8.665)
Yuan Zhou*, Tianhao Zhang, Shuwei Huo, etc, “Adaptive Irregular Graph Construction Based Salient Object Detection”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 30, Issue 6, Jun. 2020.(中科院一区, 影响因子：5.859)
Yuan Zhou*, Qiong Wu, Kangming Yan, etc, “Underwater Image Restoration using Color-Line Model”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no .3, Mar. 2019. (中科院一区,影响因子：5.859)
Yuan Zhou, Kangming Yan, Xiaofeng Li*, “Underwater Image Enhancement via Physical -Feedback Adversarial Transfer Learning” IEEE Journal of Oceanic Engineering, vol. 47, issue. 1, pp. 76-87, Jan. 2022. (中科院二区,影响因子：3.883)
Yuan Zhou*, Hongyu Yang, Yu-Hen Hu, etc, "Cross-Layer Network Lifetime Maximization in Underwater Wireless Sensor Networks," IEEE Systems Journal, vol. 14, no. 1, pp. 220-231, March 2020.(中科院二区, 影响因子：4.802)
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