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Qihan Ren
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2020 – today
- 2024
- [j1]Wen Shen
, Zhihua Wei
Interpretable Rotation-Equivariant Quaternion Neural Networks for 3D Point Cloud Processing. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3290-3304 (2024) - [c5]Qihan Ren, Jiayang Gao, Wen Shen, Quanshi Zhang:
Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs. ICLR 2024 - [i6]Qihan Ren, Yang Xu, Junpeng Zhang, Yue Xin, Dongrui Liu, Quanshi Zhang:
Towards the Dynamics of a DNN Learning Symbolic Interactions. CoRR abs/2407.19198 (2024) - 2023
- [c4]Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts. ICML 2023: 28889-28913 - [c3]Dongrui Liu, Huiqi Deng, Xu Cheng, Qihan Ren, Kangrui Wang, Quanshi Zhang:
Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities. NeurIPS 2023 - [i5]Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang:
Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts. CoRR abs/2302.13095 (2023) - [i4]Qihan Ren, Jiayang Gao, Wen Shen, Quanshi Zhang:
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models. CoRR abs/2305.01939 (2023) - 2022
- [c2]Huiqi Deng, Qihan Ren, Hao Zhang, Quanshi Zhang:
Discovering and Explaining the Representation Bottleneck of DNNS. ICLR 2022 - 2021
- [c1]Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang:
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing. NeurIPS 2021: 8857-8870 - [i3]Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang:
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing. CoRR abs/2111.03549 (2021) - [i2]Huiqi Deng, Qihan Ren, Xu Chen, Hao Zhang, Jie Ren, Quanshi Zhang:
Discovering and Explaining the Representation Bottleneck of DNNs. CoRR abs/2111.06236 (2021) - 2020
- [i1]Hao Zhang, Yiting Chen, Haotian Ma, Xu Cheng
Rotation-Equivariant Neural Networks for Privacy Protection. CoRR abs/2006.13016 (2020)
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