Chunru Dong

According to our database, Chunru Dong authored at least 41 papers between 2004 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Pstanet: patchwise spectro-temporal analytic network for multivariate long-sequence time series forecasting.

Chunru Dong, Wei Luo, Qiang Hua, Yong Zhang, Feng Zhang

Int. J. Mach. Learn. Cybern., January, 2026

TimeRouter: A unified dynamic routing framework for handling missing data in time series forecasting.

Qiang Hua, Yongxin Chen, Chunru Dong, Yong Zhang, Lei Xu

Knowl. Based Syst., 2026

Adaptive correlation learning for cross-modal hashing.

Jie Zhu, Guangtian Shi, Chunru Dong, Qiang Hua, Junhai Zhai, Feng Zhang

Expert Syst. Appl., 2026

2025

IEPT: input-enhanced prompt tuning for visual-language models.

Chunru Dong, Junyuan Liu, Qiang Hua, Jiahong Tang, Feng Zhang

CCF Trans. High Perform. Comput., December, 2025

Diffusion policy with Q-ensemble for offline reinforcement learning.

Dong Wang, Xu Zhang, Qiang Hua, Chunru Dong, Feng Zhang

Int. J. Mach. Learn. Cybern., November, 2025

Adaptive joint entropy reward: a mechanism to efficient exploration in reinforcement learning.

Chunru Dong, Yang Wang, Aoxiang Wang, Qiang Hua, Feng Zhang

Appl. Intell., November, 2025

TFDN: A reliable hybrid time and frequency domain-based model for photovoltaic power generation time series forecasting.

Qiang Hua, HaoRan Chu, Feng Zhang, Yong Zhang, Chunru Dong

Int. J. Mach. Learn. Cybern., August, 2025

A Novel Image Clustering Algorithm Based on Supported Nearest Neighbors.

Lin Li, Feng Zhang, Jiashuai Zhang, Qiang Hua, Chun-Ru Dong, Chee Peng Lim

Int. J. Found. Comput. Sci., August, 2025

MSA-HCL: Multimodal sentiment analysis model with hybrid contrastive learning.

Wang Zhao, Yong Zhang, Qiang Hua, Chun-Ru Dong, Jia-Nan Wang, Feng Zhang

Math. Found. Comput., 2025

A Multi-scale neighbourhood feature interaction network for photovoltaic cell defect detection.

Yu Chen Liu, Qiang Hua, Lin Lin Chen, Chun-Ru Dong, Feng Zhang, Yong Zhang

Knowl. Based Syst., 2025

Multi-modal Few-shot Image Recognition with enhanced semantic and visual integration.

Chunru Dong, Lizhen Wang, Feng Zhang, Qiang Hua

Image Vis. Comput., 2025

A deep spatiotemporal interaction network for multimodal sentimental analysis and emotion recognition.

Xi-Cheng Li, Feng Zhang, Qiang Hua, Chun-Ru Dong

Inf. Sci., 2025

MEAI-Net: Multiview embedding and attention interaction for multivariate time series forecasting.

Chunru Dong, Wenqing Xu, Feng Zhang, Qiang Hua, Yong Zhang

Neurocomputing, 2025

A novel deep high-level concept-mining jointing hashing model for unsupervised cross-modal retrieval.

Chun-Ru Dong, Jun-Yan Zhang, Feng Zhang, Qiang Hua, Dachuan Xu

High Confid. Comput., 2025

Regularizing Model Predictive Control for pixel-based long-horizon tasks.

Yao-Hui Li, Feng Zhang, Qiang Hua, Chun-Ru Dong

Appl. Soft Comput., 2025

2024

A Multiscale Spatiotemporal Attention Network for Ground-Based Remote Sensing Cloud Image Sequence Prediction.

Feng Zhang, Yingying Cheng, Qiang Hua, Chunru Dong, Yong Zhang, Tingdong Wu

IEEE Trans. Geosci. Remote. Sens., 2024

Feature Norm-Aware and Hardness-Guided Complementary Entropy Balanced Loss for Long-Tailed Image Classification.

Feng Zhang, Jia-Xin Wang, Qiang Hua, Chun-Ru Dong, Jie Zhu

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2024

Handling Non-stationarity with Distribution Shifts and Data Dependency in Time Series Forecasting.

Qiang Hua, Xiaowen Wang, Feng Zhang, Chun-Ru Dong

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2024

Long-Term and Periodicity-Aware Spatio-Temporal Model for Traffic Flow Prediction.

Qiang Hua, DongLiang Lv, Chun-Ru Dong, Feng Zhang

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2024

A Multiscale Global-Local Transformer for Long-Sequence PV Power Generation Forecasting.

Tian-Yang Deng, Wen-Li Li, Feng Zhang, Qiang Hua, Chun-Ru Dong, Boon-Han Lim

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2024

2023

Deep Time-Aware Attention Neural Network for Sequential Recommendation.

Qiang Hua, Liyou Chen, Chunru Dong, Pan Li, Feng Zhang

Asia Pac. J. Oper. Res., October, 2023

Reparametric Sampling for Small Object Image Recognition.

Qiang Hua, Pan Li, Jiashuai Zhang, Feng Zhang, Chunru Dong

Asia Pac. J. Oper. Res., August, 2023

2022

Improved deep clustering model based on semantic consistency for image clustering.

Feng Zhang, Lin Li, Qiang Hua, Chun-Ru Dong, Boon-Han Lim

Knowl. Based Syst., 2022

Deep Emotional Arousal Network for Multimodal Sentiment Analysis and Emotion Recognition.

Feng Zhang, Xi-Cheng Li, Chee Peng Lim, Qiang Hua, Chun-Ru Dong, Jun-Hai Zhai

Inf. Fusion, 2022

A model with pseudo-label correction and distribution alignment for image clustering.

Feng Zhang, Zi Wei Liu, Chee Peng Lim, Chun-Ru Dong, Qiang Hua

Comput. Electr. Eng., 2022

2020

Improved variational inference with dynamic routing flow.

Qiang Hua, Liangliang Wei, Chunru Dong, Feng Zhang

Int. J. Mach. Learn. Cybern., 2020

2018

A Novel Approach to Face Verification Based on Second-Order Face-Pair Representation.

Qiang Hua, Chunru Dong, Feng Zhang

Complex., 2018

2015

A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning.

Xizhao Wang, Hong-Jie Xing, Yan Li, Qiang Hua, Chun-Ru Dong, Witold Pedrycz

IEEE Trans. Fuzzy Syst., 2015

An experimental study on stability and generalization of extreme learning machines.

Ai-Min Fu, Chunru Dong, Lai-Sheng Wang

Int. J. Mach. Learn. Cybern., 2015

A velocity and neighbor density-based broadcast scheme in mobile ad hoc networks.

Dingzhu Lu, Shoubin Dong, Ming Tao, Chunru Dong, Bingcheng Qiu

J. High Speed Networks, 2015

2014

An improved differential evolution and its application to determining feature weights in similarity-based clustering.

Chunru Dong, Wing W. Y. Ng, Xi-Zhao Wang, Patrick P. K. Chan, Daniel S. Yeung

Neurocomputing, 2014

2013

An improved differential evolution and its application to determining feature weights in similarity based clustering.

Chun-Ru Dong, Daniel S. Yeung, Xi-Zhao Wang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2011

A survey of the initialization of centers and widths in radial basis function network for classification.

Chunru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010

2-Stage instance selection algorithm for KNN based on Nearest Unlike Neighbors.

Chunru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Self-adaptive fuzzification in fuzzy decision tree induction.

Xiao-Dong Dai, Lin-Qing Gao, Chun-Ru Dong

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009

Improving Generalization of Fuzzy IF-THEN Rules by Maximizing Fuzzy Entropy.

Xi-Zhao Wang, Chun-Ru Dong

IEEE Trans. Fuzzy Syst., 2009

2008

Parametric tuning of rule-based systems by maximum fuzzy entropy.

Chun-Ru Dong, Ran Wang, Xi-Zhao Wang

Proceedings of the IEEE International Conference on Systems, 2008

2007

Training T-S norm neural networks to refine weights for fuzzy if-then rules.

Xizhao Wang, Chunru Dong, Tie-Gang Fan

Neurocomputing, 2007

A sample selection algorithm in fuzzy decision tree induction and its theoretical analyses.

Xi-Zhao Wang, Jian-Hui Yan, Ran Wang, Chun-Ru Dong

Proceedings of the IEEE International Conference on Systems, 2007

2005

A Method to Construct the Mapping to the Feature Space for the Dot Product Kernels.

Degang Chen, Qiang He, Chunru Dong, Xizhao Wang

Proceedings of the Advances in Machine Learning and Cybernetics, 2005

2004

A study on generalization capability of weighted fuzzy production rules with maximum entropy.

Xizhao Wang, Chunru Dong, Daniel S. Yeung

Proceedings of the IEEE International Conference on Systems, 2004