Wen Shen

34 papers A* 8B 2Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Infusing Multi-Hop Medical Knowledge Into Smaller Language Models for Biomedical Question Answering.
IEEE J. Biomed. Health Informatics
Jing Chen, Zhihua Wei, Wen Shen, Rui Shang
2025 B conf
StyleCSR: Style-controllable Sequential Recommendation with Prompt Tuning.
IJCNN
Leilei Wen, Qi Shen, Shixuan Zhu, Zhihua Wei, Wen Shen, Lijun Sun
2025 J jnl
The Interaction Bottleneck of Deep Neural Networks: Discovery, Proof, and Modulation.
CoRR
Huiqi Deng, Qihan Ren, Zhuofan Chen, Zhenyuan Cui, Wen Shen, Peng Zhang, Hongbin Pei, Quanshi Zhang
2024 A* conf
Batch Normalization Is Blind to the First and Second Derivatives of the Loss.
AAAI
Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Yuefeng Chen, Quanshi Zhang
2024 A* conf
Clarifying the Behavior and the Difficulty of Adversarial Training.
AAAI
Xu Cheng, Hao Zhang, Yue Xin, Wen Shen, Quanshi Zhang
2024 A* conf
Explaining Generalization Power of a DNN Using Interactive Concepts.
AAAI
Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang
2024 J jnl
Interpretable Rotation-Equivariant Quaternion Neural Networks for 3D Point Cloud Processing.
IEEE Trans. Pattern Anal. Mach. Intell.
Wen Shen, Zhihua Wei, Qihan Ren, Binbin Zhang, Shikun Huang, Jiaqi Fan, Quanshi Zhang
2024 A* conf
Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs.
ICLR
Qihan Ren, Jiayang Gao, Wen Shen, Quanshi Zhang
2023 J jnl
Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts?
CoRR
Wen Shen, Lei Cheng, Yuxiao Yang, Mingjie Li, Quanshi Zhang
2023 J jnl
Concept-Level Explanation for the Generalization of a DNN.
CoRR
Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang
2023 A* conf
Defects of Convolutional Decoder Networks in Frequency Representation.
ICML
Ling Tang, Wen Shen, Zhanpeng Zhou, Yuefeng Chen, Quanshi Zhang
2023 J jnl
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models.
CoRR
Qihan Ren, Jiayang Gao, Wen Shen, Quanshi Zhang
2022 J jnl
Batch Normalization Is Blind to the First and Second Derivatives of the Loss.
CoRR
Zhanpeng Zhou, Wen Shen, Huixin Chen, Ling Tang, Quanshi Zhang
2022 J jnl
Defects of Convolutional Decoder Networks in Frequency Representation.
CoRR
Ling Tang, Wen Shen, Zhanpeng Zhou, Yuefeng Chen, Quanshi Zhang
2022 J jnl
Why Adversarial Training of ReLU Networks Is Difficult?
CoRR
Xu Cheng, Hao Zhang, Yue Xin, Wen Shen, Jie Ren, Quanshi Zhang
2021 A* conf
Interpretable Compositional Convolutional Neural Networks.
IJCAI
Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Jiaqi Fan, Ping Zhao, Quanshi Zhang
2021 J jnl
Interpretable Compositional Convolutional Neural Networks.
CoRR
Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Jiaqi Fan, Ping Zhao, Quanshi Zhang
2021 A* conf
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing.
NeurIPS
Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang
2021 J jnl
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing.
CoRR
Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang
2021 A* conf
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing.
CVPR
Wen Shen, Zhihua Wei, Shikun Huang, Binbin Zhang, Panyue Chen, Ping Zhao, Quanshi Zhang
2020 — conf
3D-Rotation-Equivariant Quaternion Neural Networks.
ECCV (20)
Wen Shen, Binbin Zhang, Shikun Huang, Zhihua Wei, Quanshi Zhang
2020 — conf
An Automatic Image Segmentation Algorithm Based on Three-Way Decisions.
ICACI
Binbin Zhang, Qianwen Li, Wen Shen, Shikun Huang, Zhihua Wei
2020 J jnl
Improved general attribute reduction algorithms.
Inf. Sci.
Baizhen Li, Zhihua Wei, Duoqian Miao, Nan Zhang, Wen Shen, Chang Gong, Hongyun Zhang, Lijun Sun
2020 J jnl
Three-way decisions based blocking reduction models in hierarchical classification.
Inf. Sci.
Wen Shen, Zhihua Wei, Qianwen Li, Hongyun Zhang, Duoqian Miao
2019 J jnl
3D-Rotation-Equivariant Quaternion Neural Networks.
CoRR
Binbin Zhang, Wen Shen, Shikun Huang, Zhihua Wei, Quanshi Zhang
2019 — conf
A CLAIM Approach to Understanding the PointNet.
ACAI
Shikun Huang, Binbin Zhang, Wen Shen, Zhihua Wei
2019 — conf
A Dustbin Category Based Feedback Incremental Learning Strategy for Hierarchical Image Classification.
PRCV (1)
Ying Chen, Wen Shen, Qianwen Li, Zhihua Wei
2019 J jnl
A self-adaptive cascade ConvNets model based on label relation mining.
Neurocomputing
Zhihua Wei, Wen Shen, Cairong Zhao, Duoqian Miao
2019 — conf
Explaining the PointNet: What Has Been Learned Inside the PointNet?
CVPR Workshops
Binbin Zhang, Shikun Huang, Wen Shen, Zhihua Wei
2019 J jnl
Utility Analysis of Network Architectures for 3D Point Cloud Processing.
CoRR
Shikun Huang, Binbin Zhang, Wen Shen, Zhihua Wei, Quanshi Zhang
2018 J jnl
Selective Feature Fusion Based Adaptive Image Segmentation Algorithm.
Adv. Multim.
Qianwen Li, Zhihua Wei, Wen Shen
2018 J jnl
Travel pattern modelling and future travel behaviour prediction based on GMM and GPR.
Int. J. Simul. Process. Model.
Wen Shen, Zhihua Wei, Chao Yang, Renxian Zhang
2017 — conf
A Self-adaptive Cascade ConvNets Model Based on Three-Way Decision Theory.
CCCV (2)
Wen Shen, Zhihua Wei, Cairong Zhao, Duoqian Miao
2015 B conf
Multiple Granular Analysis of TCM Data with Applications on Diagnosis of Hepatitis B.
SMC
Wen Shen, Zhihua Wei, Yunyi Li, Hua Zhang, Ping Liu