Publications

Surface reconstruction from point clouds: A survey and a benchmark

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Summited, 2023

Huangzhang Jin, Yuxin Wen, Zihao Wang, Jinjuan Ren, Kui Jia

PDF Code Dataset Project

Surface reconstruction from point clouds: A survey and a benchmark

Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Wenbin Zhao, Jiabao Lei, Yuxin Wen, Jianguo Zhang, Kui Jia

Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds

Deep Optimized Priors for 3D Shape Modeling and Reconstruction

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Mingyue Yang, Yuxin Wen, Weikai Chen, Yongwei Chen, Kui Jia

PDF Project video

Deep Optimized Priors for 3D Shape Modeling and Reconstruction

Geometry-Aware Generation of Adversarial Point Clouds

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2020

Yuxin Wen, Jiehong Lin, Ke Chen, C. L. Philip Chen, Kui Jia

Geometry-Aware Generation of Adversarial Point Clouds

Towards Understanding the Regularization of Adversarial Robustness on Neural Networks

International Conference on Machine Learning (ICML), 2020

Yuxin Wen, Shuai Li, Kui Jia

PDF slides and video

Towards Understanding the Regularization of Adversarial Robustness on Neural Networks

Orthogonal Deep Neural Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2019

Shuai Li, Kui Jia, Yuxin Wen, Tongliang Liu, Dacheng Tao

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Orthogonal Deep Neural Networks