Xiaoyao Li

Xiaoyao Li

Lecturer of AI at Central South University of Forestry and Technology

Publications

Journal Articles

2020~2026

  1. Wenqiang Wu, Aibin Chen, and Xiaoyao Li#, “Forest Image Dehazing Based on Feature Fusion Attention and Contrastive Learning (基于特征融合注意力和对比学习的森林图像去雾),” Journal of Applied Sciences (应用科学学报). 2026.  
  2. Ruichun Kang†, Xiaoyao Li†, Guiyao Liu, and Lianhong Wang#, “Multiple Graph Knowledge Tracing Based on LSTM-Attention Hypergraph Convolution and Forgetting Effect,” IEEE Transactions on Computational Social Systems. 2025.  
  3. Hanning Wu, Jizheng Yi#, Xiaoyao Li, and Sijia Li, “Multi-channel Low-light Image Enhancement Method Based on Global Robust Retinex Model (基于全局鲁棒retinex模型的多通道弱光图像增强算法),” Journal of Shenzhen University Science and Engineering (深圳大学学报理工版). 2025.  
  4. Lianhong Wang#, Xiaoyao Li, Zhihui Luo, Zinan Hu, and Qing Yan, “Multivariate Cognitive Response Framework for Student Performance Prediction on MOOC,” IEEE Transactions on Knowledge and Date Engineering (TKDE). 2024.  
  5. Lianhong Wang#, Feipeng Lin, Xiaoyao Li, Guizhi Shen, and Li Zhou, “Prediction Using KMAKT Integrated with Course Knowledge Graph (融入课程知识图谱的KMAKT预测),” Computer engineering (计算机工程). 2023.  
  6. Xiaoyao Li, Lianhong Wang#, Yicong Zhou, and Jing Zhang, “Image Mixed Denoising Using Quaternion-Based Non-Local Low Rank and Total Variation (基于四元数非局部低秩和全变分的图像混合噪声去噪算法),” Acta Electronica Sinica (电子学报). 2023.  
  7. Zhe Zhang, Xiaoyao Li#, Yaonan Wang, Min Liu, Xiaogang Zhang, and Jing Zhang, “Asymptotic Stability Analysis and Stabilization Control of Fractional-order Vehicle Suspension System with Time Delay,” Fractals, 2023.  
  8. Lianhong Wang#, Zhihui Luo, Feipeng Lin, and Xiaoyao Li, “C&RM-MAKT Prediction Algorithm Using Multi-Head Attention Mechanism (采用多头注意力机制的C&RM-MAKT 预测算法),” Acta Electronica Sinica (电子学报). 2023.  
  9. He Wang, Lianhong Wang#, Hua Chen, Xiaoyao Li, Xiaogang Zhang, and Yicong Zhou, “Waste-YOLO: towards high accuracy real-time abnormal waste detection in waste-to-energy power plant for production safety,” Measurement Science and Technology, 2023.  
  10. Xiaoyao Li, Lianhong Wang#, Yicong Zhou, and Jing Zhang, “Color image denoising using adaptive non-local 3D total variation (自适应非局部3维全变分彩色图像去噪),” Journal of Image and Graphics (中国图象图形学报). 2022.  
  11. Xiaoyao Li, Yicong Zhou#, Jing Zhang, and Lianhong Wang, “Multipatch Unbiased Distance Non-Local Adaptive Means With Wavelet Shrinkage,” IEEE Transactions on Image Processing (TIP). 2020.  

Conference Papers

2018~2026

  1. Lianhong Wang, Guiyao Liu, Xiaoyao Li#, Junyi Li, Xiaogang Zhang, and Xiang Yin, “GLLM-KT: A Graph-Incorporated Ultra-Small Large Language Model for Knowledge Tracing,” In Proceedings of the 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). June 2026.  
  2. Jiaqi Wang, Xiaoyao Li, Zhe Zhang#, Can Ding, Gufeng Gong, and Yang Xiao, “Dual-View Compressed Knowledge Distillation for Defect Detection and Evaluation,” in Proceeding of the 5th International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI). November 2025.  
  3. Jiacheng Yi, Xiaoyao Li, Zhe Zhang#, Can Ding, Gufeng Gong, and Yang Xiao, “Industrial Defect Comprehensive Evaluation Based on Gated Multilayer Perceptron,” in Proceeding of the 44th Chinese Control Conference (CCC). July 2025.  
  4. Xiaoyao Li, Yicong Zhou#, and Jing Zhang, “Quaternion Non-local Total Variation for Color Image Denoising,” In Proceedings of the 49th IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC). October 2019.  
  5. Xiaoyao Li, Yicong Zhou#, and Jing Zhang, “Color Image Denoising Using Quaternion Adaptive Non-Local Coupled Means,” In Proceedings of the 26th IEEE International Conference on Image Processing (ICIP). September 2019.(Top 10% papers)  
  6. Xiaoyao Li, Yicong Zhou#, Jing Zhang, and Lianhong Wang, “Unbiased Distance Based Non-Local Fuzzy Means,” In Proceedings of the 43th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). April 2018.