Dingheng Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Tensor Decomposition

Visual Recognition

Top Venues

Neural Networks

Int. J. Autom. Comput.

Publications

Rui Lv, Dingheng Wang, Jiangbin Zheng, Zhao-Xu Yang
3D-KCPNet: Efficient 3DCNNs based on tensor mapping theory. Neurocomputing 565 (2024)
Man Yao, Hengyu Zhang, Guangshe Zhao, Xiyu Zhang, Dingheng Wang, Gang Cao, Guoqi Li
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition. Neural Networks 166 (2023)
Dingheng Wang, Bijiao Wu, Guangshe Zhao, Man Yao, Hengnu Chen, Lei Deng, Tianyi Yan, Guoqi Li
Kronecker CP Decomposition With Fast Multiplication for Compressing RNNs. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Rui Lv, Dingheng Wang, Jiangbin Zheng, Yefan Xie, Zhao-Xu Yang
Corrigendum to "Realistic acceleration of neural networks with fine-grained tensor decomposition" [Neurocomputing 512 (2022) 52-68]. Neurocomputing 527 (2023)
Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Man Yao, Weisheng Dong, Jianbo Shi, Guoqi Li
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies. Int. J. Autom. Comput. 19 (5) (2022)
Rui Lv, Dingheng Wang, Jiangbin Zheng, Yefan Xie, Zhao-Xu Yang
Realistic acceleration of neural networks with fine-grained tensor decomposition. Neurocomputing 512 (2022)
Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhao-Xu Yang, Guoqi Li
Temporal-wise Attention Spiking Neural Networks for Event Streams Classification. ICCV (2021)
Dingheng Wang, Guangshe Zhao, Hengnu Chen, Zhexian Liu, Lei Deng, Guoqi Li
Nonlinear tensor train format for deep neural network compression. Neural Networks 144 (2021)
Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhao-Xu Yang, Guoqi Li
Temporal-wise Attention Spiking Neural Networks for Event Streams Classification. CoRR (2021)
Donghyun Lee, Dingheng Wang, Yukuan Yang, Lei Deng, Guangshe Zhao, Guoqi Li
QTTNet: Quantized tensor train neural networks for 3D object and video recognition. Neural Networks 141 (2021)
Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Guoqi Li, Weisheng Dong, Jianbo Shi
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions. CoRR (2021)
Bijiao Wu, Dingheng Wang, Guangshe Zhao, Lei Deng, Guoqi Li
Hybrid Tensor Decomposition in Neural Network Compression. CoRR (2020)
Bijiao Wu, Dingheng Wang, Guangshe Zhao, Lei Deng, Guoqi Li
Hybrid tensor decomposition in neural network compression. Neural Networks 132 (2020)
Dingheng Wang, Guangshe Zhao, Guoqi Li, Lei Deng, Yang Wu
Compressing 3DCNNs based on tensor train decomposition. Neural Networks 131 (2020)
Dingheng Wang, Bijiao Wu, Guangshe Zhao, Hengnu Chen, Lei Deng, Tianyi Yan, Guoqi Li
Kronecker CP Decomposition with Fast Multiplication for Compressing RNNs. CoRR (2020)
Dingheng Wang, Guangshe Zhao, Guoqi Li, Lei Deng, Yang Wu
Lossless Compression for 3DCNNs Based on Tensor Train Decomposition. CoRR (2019)