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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
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Posts
[工程笔记] TFC非平稳信号适配：可微时频变换模块的设计、优化与可视化验证
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[文献阅读] PAANO:基于补丁的时间序列异常检测表示学习
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[参考] 注热开采天然气水合物 COMSOL 模型（含控制方程与推导）
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二维注热开采天然气水合物模型控制方程
[文献阅读] SimCLR：简单有效的Supervised-learning 框架
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SimCLR框架，从婴儿到对比学习；从余弦相似到NT-XENT 损失函数
[文献阅读] TF-C: 基于时频一致性的时间序列自监督对比预训练方法
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通过时间编码和频域编码的自监督算法，一个基于时频一致性的双编码器SimCLR 训练框架
[随笔] Choose Life
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If you need englis, click here English Version
[Essay] Choose Life
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Just jotting down some random thoughts here~
Paper Note Tempalet
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一篇论文笔记模板，Mark一下
portfolio
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publications
A Design of Intelligent Range Hood Based on Arduino
Published in International Journal of Advanced Engineering Research and Science (IJAERS), 2024
An Arduino-based intelligent range hood system integrating gas sensing, environmental monitoring, and adaptive fan-speed control.
Recommended citation: Liu Yi Yu, Yan Zuo Chang, Lin Po Shang, Ze Feng Ling, Yi Chen, Yan Hai Li, Jian Bin Cai, and Young Shan Ou, “A Design of Intelligent Range Hood Based on Arduino,” International Journal of Advanced Engineering Research and Science, vol. 11, no. 12, pp. 90-97, 2024.
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Face Detection Study Based on YOLOv11n Improved ViT with AKConv
Published in 2025 IEEE 7th International Conference on Communications, Information System and Computer Engineering (CISCE 2025), 2025
An improved YOLOv11n framework integrating AKConv and Vision Transformer modules for efficient multi-target face detection under complex environments.
Recommended citation: Liu-Yi Yu, Yan-Zuo Chang, Fu-Ping Guo, Lin-Po Shang, Yi Chen, Yu Liu, and Yi-Ling Pan, “Face Detection Study Based on YOLOv11n Improved ViT with AKConv,” in Proc. IEEE CISCE 2025, Guangzhou, China, 2025.
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A Classification Method for Bearing Surface Defects Based on Acoustic Emission Technology and the YOLO-V11 Algorithm
Published in International Journal of Advanced Engineering Research and Science (IJAERS), 2025
A bearing surface defect classification framework combining acoustic emission technology and YOLO-V11-based intelligent recognition.
Recommended citation: Xin-Yu Guo, Liu-Yi Yu, Yi Chen, and Yan-Zuo Chang, “A Classification Method for Bearing Surface Defects Based on Acoustic Emission Technology and the YOLO-V11 Algorithm,” International Journal of Advanced Engineering Research and Science, vol. 12, no. 12, pp. 48-53, 2025.
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Damage Localization for Type IV Composite Pressure Vessels Based on YOLOv11 with Dynamic Convolution, EMA and AE Time-Frequency Analysis
Published in 2026 IEEE 8th International Conference on Communications, Information System and Computer Engineering (CISCE 2026), 2026
An acoustic emission damage localization framework integrating YOLOv11, dynamic convolution, EMA attention mechanisms, and time-frequency analysis.
Recommended citation: Xin-Yu Guo, Liu-Yi Yu, and Yan-Zuo Chang, “Damage Localization for Type IV Composite Pressure Vessels Based on YOLOv11 with Dynamic Convolution, EMA and AE Time-Frequency Analysis,” in Proc. IEEE CISCE 2026, Guangzhou, China, 2026.
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talks
Talk 1 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.