| 2025 | IJCNN | BCLD-YOLOv11: An Adaptive Channel Attention and Cross-Scale Feature Fusion-based Method for Real-time Pedestrian Detection in Crowded Scenes. | Xinxin Zhou, Chunying Xie, Yucai Li, Chunzhen Li |
| 2025 | IJCNN | DS-YOLO: A Vehicle Detection Model for UAV Aerial Photography Based on Improved YOLO11n. | Xinxin Zhou, Hongrui Zhang, Hui Yi, Jinye Zhang |
| 2025 | IJCNN | RAECAE: A Multi-Scale Attention Residual Convolutional Autoencoder-Based Method for Denoising Vibration Signals of Wind Turbine Rolling Bearings. | Xinxin Zhou, Jinye Zhang, Hongrui Zhang, Hui Yi |
| 2024 | IJCNN | MAHFF: An Underwater Image Enhancement Method Based on Multi-scale Attention Hybrid Feature Fusion. | Xinxin Zhou, Yuning Huang, Yucai Li, Xinyue Li |
| 2019 | ICONIP | IRSNET: An Inception-Resnet Feature Reconstruction Model for Building Segmentation. | Kepeng Xu, Li Nie, Zhiqiang Zhang, Wenxin Yu, Yunye Zhang, Wei Chen, Siyuan Li, Xinxin Zhou, Shangwei Deng, Pengfei Yu, Yibo Fan, Hui Zhang, Valentin Bouillon |
| 2019 | IJCNN | A Model Based on Siamese Neural Network for Online Transaction Fraud Detection. | Xinxin Zhou, Zhaohui Zhang, Lizhi Wang, Pengwei Wang |