CN

Paper Publications

[1]Wenzhou Dou,Derong Shen*,Xiangmin Zhou,Yue Kou,Tiezheng Nie,Hang Cui,Ge Yu.Weakly-Supervised Entity Matching via LLM-Guided Data Augmentation and Knowledge Transfer.KBS 2026
[2]Jinfeng Peng,Hanghai Cui,Derong Shen*,Nan Tang,Yue Kou,Tiezheng Nie,Hang Cui,Ge Yu.GARF+: self-supervised and interpretable data cleaning with sequence generative adversarial networks.VLDB JOURNAL, 2025
[3]Yimin Hou,Yue Kou*,Derong Shen,Xiangmin Zhou,Dong Li,Tiezheng Nie,Ge Yu.LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation.CIKM 2025
[4]Fangnuo Liu,Derong Shen*Token-Fusion: A Sparse Expert Routing Method for Multi-task Data Matching.CIKM 2025
[5]孙琛琛,,金钰媛,申德荣,聂铁铮,寇月.基于异构图注意力网络的实体对齐.软件学报, 2025
[6]Tianlong Guo,Derong Shen*,Yue Kou,Tiezheng Nie.Multi-task self-supervised learning based fusion representation for Multi-view clustering.Information Sciences, 2025
[7]Jiakai Tang,Derong Shen*,Wenzhou Dou,Tiezheng Nie,Yue Kou.Towards Long-Text Entity Resolution with Chain-of-Thought Knowledge Augmentation from Large Language Models.DASFAA 2024
[8]Lan Zhang,Derong Shen*,Yue Kou,Tiezheng Nie.Multi-perspective learning for enhanced user preferences for session-based recommendation.KBS 2024
[9]ZhaozhaoXu,DerongShen*,YueKou,TiezhengNie.A Synthetic Minority Oversampling Technique Based on Gaussian Mixture Model Filtering for Imbalanced Data Classification.IEEE transactions on Neural Network and learning system，2024,35(3):3740-3753
[10]Jinfeng Peng,Derong Shen*,Tiezheng Nie,Yue Kou.RLclean: An unsupervised integrated data cleaning framework based on deep reinforcement learning.Information Sciences.Information Sciences 2024

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Derong Shen

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