Wendong Zheng

Publication Activity (10 Years)

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

Top Topics

Multivariate Time Series

Recurrent Neural Networks

Stochastic Optimization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Int. J. Mach. Learn. Cybern.

Publications

Wendong Zheng, Kun Liu, Di Guo, Wuqiang Yang, Jun Zhu, Huaping Liu
A Large-area Tactile Sensor for Distributed Force Sensing Using Highly Sensitive Piezoresistive Sponge. ICRA (2024)
Wendong Zheng, Jun Hu
Multivariate Time Series Prediction Based on Temporal Change Information Learning Method. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Wendong Zheng, Putian Zhao, Gang Chen, Huihui Zhou, Yonghong Tian
A Hybrid Spiking Neurons Embedded LSTM Network for Multivariate Time Series Learning Under Concept-Drift Environment. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Wendong Zheng, Yu Zhou, Gang Chen, Zonghua Gu, Kai Huang
Towards Effective Training of Robust Spiking Recurrent Neural Networks Under General Input Noise via Provable Analysis. ICCAD (2023)
Wendong Zheng, Huaping Liu, Di Guo, Wuqiang Yang
Adaptive Optimal Electrical Resistance Tomography for Large-Area Tactile Sensing. ICRA (2023)
Wendong Zheng, Gang Chen
An Accurate GRU-Based Power Time-Series Prediction Approach With Selective State Updating and Stochastic Optimization. IEEE Trans. Cybern. 52 (12) (2022)
Wendong Zheng, Putian Zhao, Kai Huang, Gang Chen
Understanding the Property of Long Term Memory for the LSTM with Attention Mechanism. CIKM (2021)
Wendong Zheng, Huaping Liu, Fuchun Sun
Lifelong Visual-Tactile Cross-Modal Learning for Robotic Material Perception. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Jun Hu, Wendong Zheng
A deep learning model to effectively capture mutation information in multivariate time series prediction. Knowl. Based Syst. 203 (2020)
Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun
Cross-modal learning for material perception using deep extreme learning machine. Int. J. Mach. Learn. Cybern. 11 (4) (2020)
Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun
Cross-Modal Material Perception for Novel Objects: A Deep Adversarial Learning Method. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Jun Hu, Wendong Zheng
Multistage attention network for multivariate time series prediction. Neurocomputing 383 (2020)
Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun
Online weakly paired similarity learning for surface material retrieval. Ind. Robot 46 (3) (2019)
Jun Hu, Wendong Zheng
Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasks. IJCNN (2019)
Jun Hu, Wendong Zheng
An Adaptive Optimization Algorithm Based on Hybrid Power and Multidimensional Update Strategy. IEEE Access 7 (2019)
Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun
Cross-Modal Surface Material Retrieval Using Discriminant Adversarial Learning. IEEE Trans. Ind. Informatics 15 (9) (2019)