Wen Shen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Attribute Reduction

Image Segmentation Algorithm

Top Venues

Publications

Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang
Explaining Generalization Power of a DNN Using Interactive Concepts. AAAI (2024)
Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Yuefeng Chen, Quanshi Zhang
Batch Normalization Is Blind to the First and Second Derivatives of the Loss. AAAI (2024)
Xu Cheng, Hao Zhang, Yue Xin, Wen Shen, Quanshi Zhang
Clarifying the Behavior and the Difficulty of Adversarial Training. AAAI (2024)
Qihan Ren, Jiayang Gao, Wen Shen, Quanshi Zhang
Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs. ICLR (2024)
Wen Shen, Zhihua Wei, Qihan Ren, Binbin Zhang, Shikun Huang, Jiaqi Fan, Quanshi Zhang
Interpretable Rotation-Equivariant Quaternion Neural Networks for 3D Point Cloud Processing. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Wen Shen, Lei Cheng, Yuxiao Yang, Mingjie Li, Quanshi Zhang
Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts? CoRR (2023)
Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang
Concept-Level Explanation for the Generalization of a DNN. CoRR (2023)
Ling Tang, Wen Shen, Zhanpeng Zhou, Yuefeng Chen, Quanshi Zhang
Defects of Convolutional Decoder Networks in Frequency Representation. ICML (2023)
Qihan Ren, Jiayang Gao, Wen Shen, Quanshi Zhang
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models. CoRR (2023)
Xu Cheng, Hao Zhang, Yue Xin, Wen Shen, Jie Ren, Quanshi Zhang
Why Adversarial Training of ReLU Networks Is Difficult? CoRR (2022)
Ling Tang, Wen Shen, Zhanpeng Zhou, Yuefeng Chen, Quanshi Zhang
Defects of Convolutional Decoder Networks in Frequency Representation. CoRR (2022)
Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Quanshi Zhang
Batch Normalization Is Blind to the First and Second Derivatives of the Loss. CoRR (2022)
Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing. NeurIPS (2021)
Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing. CoRR (2021)
Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Jiaqi Fan, Ping Zhao, Quanshi Zhang
Interpretable Compositional Convolutional Neural Networks. IJCAI (2021)
Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Panyue Chen, Ping Zhao, Quanshi Zhang
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing. CVPR (2021)
Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Jiaqi Fan, Ping Zhao, Quanshi Zhang
Interpretable Compositional Convolutional Neural Networks. CoRR (2021)
Baizhen Li, Zhihua Wei, Duoqian Miao, Nan Zhang, Wen Shen, Chang Gong, Hongyun Zhang, Lijun Sun
Improved general attribute reduction algorithms. Inf. Sci. 536 (2020)
Binbin Zhang, Qianwen Li, Wen Shen, Shikun Huang, Zhihua Wei
An Automatic Image Segmentation Algorithm Based on Three-Way Decisions. ICACI (2020)
Wen Shen, Binbin Zhang, Shikun Huang, Zhihua Wei, Quanshi Zhang
3D-Rotation-Equivariant Quaternion Neural Networks. ECCV (20) (2020)
Wen Shen, Zhihua Wei, Qianwen Li, Hongyun Zhang, Duoqian Miao
Three-way decisions based blocking reduction models in hierarchical classification. Inf. Sci. 523 (2020)
Ying Chen, Wen Shen, Qianwen Li, Zhihua Wei
A Dustbin Category Based Feedback Incremental Learning Strategy for Hierarchical Image Classification. PRCV (1) (2019)
Zhihua Wei, Wen Shen, Cairong Zhao, Duoqian Miao
A self-adaptive cascade ConvNets model based on label relation mining. Neurocomputing 328 (2019)
Binbin Zhang, Shikun Huang, Wen Shen, Zhihua Wei
Explaining the PointNet: What Has Been Learned Inside the PointNet? CVPR Workshops (2019)
Shikun Huang, Binbin Zhang, Wen Shen, Zhihua Wei, Quanshi Zhang
Utility Analysis of Network Architectures for 3D Point Cloud Processing. CoRR (2019)
Binbin Zhang, Wen Shen, Shikun Huang, Zhihua Wei, Quanshi Zhang
3D-Rotation-Equivariant Quaternion Neural Networks. CoRR (2019)
Shikun Huang, Binbin Zhang, Wen Shen, Zhihua Wei
A CLAIM Approach to Understanding the PointNet. ACAI (2019)
Wen Shen, Zhihua Wei, Chao Yang, Renxian Zhang
Travel pattern modelling and future travel behaviour prediction based on GMM and GPR. Int. J. Simul. Process. Model. 13 (6) (2018)
Qianwen Li, Zhihua Wei, Wen Shen
Selective Feature Fusion Based Adaptive Image Segmentation Algorithm. Adv. Multim. 2018 (2018)
Wen Shen, Zhihua Wei, Cairong Zhao, Duoqian Miao
A Self-adaptive Cascade ConvNets Model Based on Three-Way Decision Theory. CCCV (2) (2017)
Wen Shen, Zhihua Wei, Yunyi Li, Hua Zhang, Ping Liu
Multiple Granular Analysis of TCM Data with Applications on Diagnosis of Hepatitis B. SMC (2015)