主要从事三维点云数据分析的深度学习模型与算法研究.
(1) Xin Hu, Xiaole Tang, Ruixuan Yu, Jian Sun. Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation.Conference on Neural Information Processing Systems (NeurIPS), 2024
(2) Ruixuan Yu, Jian Sun. Pose-Transformed Equivariant Network for 3D Point Trajectory Prediction.CVPR, 2024
(3) Xin Wei, Ruixuan Yu, Jian Sun. Learning View-based Graph Convolutional Network for Multi-View 3D Shape Analysis.IEEE Trans. on Pattern Analysis and Machine Intelligence, 2023
(4) Ruixuan Yu, Xin Wei, Federico Tombari, Jian Sun. Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis.European Conference on Computer Vision (ECCV), 2020
(5) Xin Wei, Ruixuan Yu, Jian Sun. View-GCN: View-based Graph Convolutional Network for 3D Shape Analysis.IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2020
(6) Ruixuan Yu, Jian Sun, Huibin Li. Second-order Spectral Transform Block for 3D Shape Classification and Retrieval.IEEE Trans. on Image Processing, 29:4530-4543, 2020
(7) Kai Sun, Jiangshe Zhang, Junmin Liu, Ruixuan Yu, Zengjie Song. Drcnn: dynamic routing convolutional neural network for multi-view 3D object recognition.IEEE Trans. on Image Processing, 30: 868-877, 2020
(8) Ruixuan Yu, Jian Sun, Huibin Li. Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis.ECCV-GMDL, 2018
(9) Huibin Li, Yibao Li, Ruixuan Yu, Jian Sun, Junseok Kim. Surface reconstruction from unorganized points with l0 gradient minimization.Computer Vision and Image Understanding, 169:108-118, 2018
1. 等变与不变深度特征学习及其在3D数据分析中的应用, 国家自然科学基金青年项目, 2024.01-2026.12
2. 基于对称深度特征学习的三维数据轨迹预测方法研究, 山东省青年项目, 2025.01-2027.12
1. 数字图像处理
2. Image Processsing and Analysis
