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Heng-Ru Zhang

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2020 – today

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2025
[j23]
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Heng-Ru Zhang, Ke-Xiong Wang, Xiang-Yu Liang, Yi-Fan Yu:
DUPS: Data poisoning attacks with uncertain sample selection for federated learning. Comput. Networks 256: 110909 (2025)
[j22]
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Heng-Ru Zhang, Rui Chen, Shi-Huai Wen, Xiao-Qiang Bian:
SWIM: Sliding-Window Model contrast for federated learning. Future Gener. Comput. Syst. 164: 107590 (2025)
2024
[j21]
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Zi-Feng Peng, Heng-Ru Zhang, Fan Min:
IUG-CF: Neural collaborative filtering with ideal user group labels. Expert Syst. Appl. 238(Part B): 121887 (2024)
[j20]
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Xiang-Yu Liang, Heng-Ru Zhang, Wei Tang, Fan Min:
Robust federated learning with voting and scaling. Future Gener. Comput. Syst. 153: 113-124 (2024)
[j19]
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Yuanyuan Xu, Hui Xiao, Heng-Ru Zhang, Wei-Zhi Wu, Fan Min:
Matrix factorization with a sigmoid-like loss control. Neurocomputing 576: 127338 (2024)
[j18]
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Heng-Ru Zhang, Peng-Cheng Li, Yuanyuan Xu, Fan Min:
Exploiting asymmetric influence between instances for label enhancement. Inf. Sci. 678: 120954 (2024)
[j17]
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Xin Jiang, Heng-Ru Zhang, Yao Zhou:
Multi-Granularity Abnormal Traffic Detection Based on Multi-Instance Learning. IEEE Trans. Netw. Serv. Manag. 21(2): 1467-1477 (2024)
2023
[j16]
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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: 20169-20183 (2023)
[j15]
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Chao-Fan Pan, Xue-Yang Min, Heng-Ru Zhang, Guojie Song, Fan Min:
Behavior imitation of individual board game players. Appl. Intell. 53(10): 11571-11585 (2023)
[j14]
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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: 110426 (2023)
[j13]
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Run-Ting Bai, Heng-Ru Zhang, Fan Min:
Label-dependent feature exploration for label distribution learning. Int. J. Mach. Learn. Cybern. 14(11): 3685-3704 (2023)
[j12]
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Heng-Ru Zhang, Ying Qiu, Ke-Lin Zhu, Fan Min:
Lower bound estimation of recommendation error through user uncertainty modeling. Pattern Recognit. 136: 109171 (2023)
[c12]
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  - conf/dsaa/XiongZML23
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Yan-Wen Xiong, Heng-Ru Zhang, Fan Min, Peng-Cheng Li:
Sample Topology Exploration for Label Distribution Learning. DSAA 2023: 1-9
[c11]
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Heng-Ru Zhang, Run-Ting Bai, Wen-Tao Tang:
Label Distribution Learning with Discriminative Instance Mapping. PAKDD (1) 2023: 135-146
2022
[j11]
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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: 108162 (2022)
[c10]
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Chao-Fan Pan, Fan Min, Heng-Ru Zhang, Yu Wang:
BRL: Learning behavior representations of Reversi players. DSAA 2022: 1-10
[c9]
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  - conf/dsaa/RongZLM22
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Bin-Yuan Rong, Heng-Ru Zhang, Gui-Lin Li, Fan Min:
Label Distribution Learning with Data Augmentation using Generative Adversarial Networks. DSAA 2022: 1-10
2021
[c8]
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  - conf/icbk/LiZXLM21
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Gui-Lin Li, Heng-Ru Zhang, Yuanyuan Xu, Ya-Lan Lv, Fan Min:
Label Distribution Learning by Exploiting Feature-Label Correlations Locally. ICBK 2021: 86-93
2020
[j10]
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Heng-Ru Zhang, Yu-Ting Huang, Yuanyuan Xu, Fan Min:
COS-LDL: Label Distribution Learning by Cosine-Based Distance-Mapping Correlation. IEEE Access 8: 63961-63970 (2020)

2010 – 2019

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2019
[j9]
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Qi Huang, Yuanyuan Xu, Yong Chen, Heng-Ru Zhang, Fan Min:
An Adaptive Mechanism for Recommendation Algorithm Ensemble. IEEE Access 7: 10331-10342 (2019)
[j8]
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Rong-Ping Shen, Heng-Ru Zhang, Hong Yu, Fan Min:
Sentiment based matrix factorization with reliability for recommendation. Expert Syst. Appl. 135: 249-258 (2019)
[j7]
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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): 1165-1172 (2019)
[c7]
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Heng-Ru Zhang, Jie Qian, Fan Min:
CSLI: Cost-Sensitive Collaborative Filtering with Local Information Embedding. IJCRS 2019: 321-330
2018
[j6]
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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): 4678-4693 (2018)
[j5]
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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): 37-42 (2018)
[c6]
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Zhuo-Lin Fu, Fan Min, Heng-Ru Zhang:
Recommendation with Generalized Logistic Transformation. ICBK 2018: 390-399
2017
[j4]
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Heng-Ru Zhang, Fan Min, Bing Shi:
Regression-based three-way recommendation. Inf. Sci. 378: 444-461 (2017)
[c5]
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Yuanyuan Xu, Heng-Ru Zhang, Fan Min:
A Three-Way Recommender System for Popularity-Based Costs. IJCRS (2) 2017: 278-289
2016
[j3]
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Mei Zheng, Fan Min, Heng-Ru Zhang, Wen-Bin Chen:
Fast Recommendations With the M-Distance. IEEE Access 4: 1464-1468 (2016)
[j2]
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Chaodong Tan, Fan Min, Min Wang, Heng-Ru Zhang, Zhi-Heng Zhang:
Discovering Patterns With Weak-Wildcard Gaps. IEEE Access 4: 4922-4932 (2016)
[j1]
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Heng-Ru Zhang, Fan Min:
Three-way recommender systems based on random forests. Knowl. Based Syst. 91: 275-286 (2016)
[c4]
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  - conf/icmlc/DongSMZ16
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Xin-Ling Dong, Shuang-Bo Sun, Fan Min, Heng-Ru Zhang:
Hybrid similarities for dynamic interaction recommendation. ICMLC 2016: 433-438
2015
[c3]
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Heng-Ru Zhang, Fan Min, Dominik Slezak, Bing Shi:
Cost-sensitive regression-based recommender system. ICMLC 2015: 253-258
[c2]
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  - conf/rskt/HeZM15
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Yu-Wan He, Heng-Ru Zhang, Fan Min:
A Teacher-Cost-Sensitive Decision-Theoretic Rough Set Model. RSKT 2015: 275-285
2014
[c1]
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  - conf/grc/ZhangMZ14
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Heng-Ru Zhang, Fan Min, Ben-Wen Zhang:
Interactive hybrid recommendation with granule selection. GrC 2014: 362-366

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