Heng-Ru Zhang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Collaborative Filtering

Discovering Patterns

Recommender Systems

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Yuan-Yuan Xu, Hui Xiao, Heng-Ru Zhang, Wei-Zhi Wu, Fan Min
Matrix factorization with a sigmoid-like loss control. Neurocomputing 576 (2024)
Heng-Ru Zhang, Peng-Cheng Li, Yuan-Yuan Xu, Fan Min
Exploiting asymmetric influence between instances for label enhancement. Inf. Sci. 678 (2024)
Zi-Feng Peng, Heng-Ru Zhang, Fan Min
IUG-CF: Neural collaborative filtering with ideal user group labels. Expert Syst. Appl. 238 (Part B) (2024)
Xin Jiang, Heng-Ru Zhang, Yao Zhou
Multi-Granularity Abnormal Traffic Detection Based on Multi-Instance Learning. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Xiang-Yu Liang, Heng-Ru Zhang, Wei Tang, Fan Min
Robust federated learning with voting and scaling. Future Gener. Comput. Syst. 153 (2024)
Heng-Ru Zhang, Ying Qiu, Ke-Lin Zhu, Fan Min
Lower bound estimation of recommendation error through user uncertainty modeling. Pattern Recognit. 136 (2023)
Heng-Ru Zhang, Run-Ting Bai, Wen-Tao Tang
Label Distribution Learning with Discriminative Instance Mapping. PAKDD (1) (2023)
Yan-Wen Xiong, Heng-Ru Zhang, Fan Min, Peng-Cheng Li
Sample Topology Exploration for Label Distribution Learning. DSAA (2023)
Yongchun Gu, Yi Wang, Heng-Ru Zhang, Jiao Wu, Xingquan Gu
Enhancing Text Classification by Graph Neural Networks With Multi-Granular Topic-Aware Graph. IEEE Access 11 (2023)
Gui-Lin Li, Heng-Ru Zhang, Fan Min, Yunan Lu
Two-stage label distribution learning with label-independent prediction based on label-specific features. Knowl. Based Syst. 267 (2023)
Run-Ting Bai, Heng-Ru Zhang, Fan Min
Label-dependent feature exploration for label distribution learning. Int. J. Mach. Learn. Cybern. 14 (11) (2023)
Chao-Fan Pan, Xue-Yang Min, Heng-Ru Zhang, Guojie Song, Fan Min
Behavior imitation of individual board game players. Appl. Intell. 53 (10) (2023)
Bin-Yuan Rong, Heng-Ru Zhang, Gui-Lin Li, Fan Min
Label Distribution Learning with Data Augmentation using Generative Adversarial Networks. DSAA (2022)
Chao-Fan Pan, Fan Min, Heng-Ru Zhang, Yu Wang
BRL: Learning behavior representations of Reversi players. DSAA (2022)
Heng-Ru Zhang, Jie Qian, Hui-Lin Qu, Fan Min
A Mixture-of-Gaussians model for estimating the magic barrier of the recommender system. Appl. Soft Comput. 114 (2022)
Gui-Lin Li, Heng-Ru Zhang, Yuanyuan Xu, Ya-Lan Lv, Fan Min
Label Distribution Learning by Exploiting Feature-Label Correlations Locally. ICBK (2021)
Heng-Ru Zhang, Yu-Ting Huang, Yuanyuan Xu, Fan Min
COS-LDL: Label Distribution Learning by Cosine-Based Distance-Mapping Correlation. IEEE Access 8 (2020)
Rong-Ping Shen, Heng-Ru Zhang, Hong Yu, Fan Min
Sentiment based matrix factorization with reliability for recommendation. Expert Syst. Appl. 135 (2019)
Heng-Ru Zhang, Jie Qian, Fan Min
CSLI: Cost-Sensitive Collaborative Filtering with Local Information Embedding. IJCRS (2019)
Heng-Ru Zhang, Fan Min, Zhi-Heng Zhang, Song Wang
Efficient collaborative filtering recommendations with multi-channel feature vectors. Int. J. Mach. Learn. Cybern. 10 (5) (2019)
Qi Huang, Yuanyuan Xu, Yong Chen, Heng-Ru Zhang, Fan Min
An Adaptive Mechanism for Recommendation Algorithm Ensemble. IEEE Access 7 (2019)
Zhuo-Lin Fu, Fan Min, Heng-Ru Zhang
Recommendation with Generalized Logistic Transformation. ICBK (2018)
Heng-Ru Zhang, Fan Min, Yan-Xue Wu, Zhuo-Lin Fu, Lei Gao
Magic barrier estimation models for recommended systems under normal distribution. Appl. Intell. 48 (12) (2018)
Ziyin Zhang, Heng-Ru Zhang, Yuanyuan Xu, Qin Qin
用户非对称信任关系的推荐算法 (Recommendation Algorithm Combining User's Asymmetric Trust Relationships). 计算机科学 45 (10) (2018)
Heng-Ru Zhang, Fan Min, Bing Shi
Regression-based three-way recommendation. Inf. Sci. 378 (2017)
Yuanyuan Xu, Heng-Ru Zhang, Fan Min
A Three-Way Recommender System for Popularity-Based Costs. IJCRS (2) (2017)
Xin-Ling Dong, Shuang-Bo Sun, Fan Min, Heng-Ru Zhang
Hybrid similarities for dynamic interaction recommendation. ICMLC (2016)
Heng-Ru Zhang, Fan Min
Three-way recommender systems based on random forests. Knowl. Based Syst. 91 (2016)
Chaodong Tan, Fan Min, Min Wang, Heng-Ru Zhang, Zhi-Heng Zhang
Discovering Patterns With Weak-Wildcard Gaps. IEEE Access 4 (2016)
Mei Zheng, Fan Min, Heng-Ru Zhang, Wen-Bin Chen
Fast Recommendations With the M-Distance. IEEE Access 4 (2016)
Heng-Ru Zhang, Fan Min, Dominik Slezak, Bing Shi
Cost-sensitive regression-based recommender system. ICMLC (2015)
Yu-Wan He, Heng-Ru Zhang, Fan Min
A Teacher-Cost-Sensitive Decision-Theoretic Rough Set Model. RSKT (2015)
Heng-Ru Zhang, Fan Min, Ben-Wen Zhang
Interactive hybrid recommendation with granule selection. GrC (2014)