Zhao-Liang CHEN

Selected Publications [Full List]

1. 

   Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs

   Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, Shiping Wang, and Wenzhong Guo

   Neural Networks 2024

   SCI Q1, CCF Rank B, IF: 7.8

   Bib PDF Code

   @article{chen2023attributed,
     title = {Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs},
     author = {Chen, Zhaoliang and Wu, Zhihao and Zhong, Luying and Plant, Claudia and Wang, Shiping and Guo, Wenzhong},
     journal = {Neural Networks},
     volume = {174},
     pages = {106225},
     year = {2024},
   }

2. 

   AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing

   Zhaoliang Chen, Zhihao Wu, Zhenghong Lin, Shiping Wang, Claudia Plant, and Wenzhong Guo

   IEEE Transactions on Neural Networks and Learning Systems 2023

   SCI Q1, CCF Rank B, IF: 14.255

   Bib PDF Code

   @article{chen2023agnn,
     author = {Chen, Zhaoliang and Wu, Zhihao and Lin, Zhenghong and Wang, Shiping and Plant, Claudia and Guo, Wenzhong},
     journal = {IEEE Transactions on Neural Networks and Learning Systems},
     title = {AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing},
     year = {2023},
     pages = {1-13},
     doi = {10.1109/TNNLS.2023.3271623},
   }

3. 

   Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks

   Zhaoliang Chen, Zhihao Wu, Shiping Wang, and Wenzhong Guo

   In Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence 2023

   CCF Rank A, Acceptance rate: 19.6%

   Bib PDF Code

   @inproceedings{ChenDLRGAE23,
     author = {Chen, Zhaoliang and Wu, Zhihao and Wang, Shiping and Guo, Wenzhong},
     booktitle = {Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence},
     volume = {37},
     number = {4},
     pages = {4191--4198},
     year = {2023},
     doi = {10.1609/aaai.v37i4.25536},
   }

4. 

   Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning

   Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, and Shiping Wang

   Information Fusion 2023

   SCI Q1, CCF Rank B, IF: 17.564

   Bib PDF Code

   @article{chen2023learnable,
     title = {Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning},
     author = {Chen, Zhaoliang and Fu, Lele and Yao, Jie and Guo, Wenzhong and Plant, Claudia and Wang, Shiping},
     journal = {Information Fusion},
     year = {2023},
     pages = {109-119},
     volume = {95},
   }

5. 

   Multi-view Graph Convolutional Networks with Differentiable Node Selection

   Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, and Wenzhong Guo

   ACM Transactions on Knowledge Discovery from Data 2023

   SCI Q1, CCF Rank B

   Bib PDF

   @article{chen2022multi,
     title = {Multi-view Graph Convolutional Networks with Differentiable Node Selection},
     author = {Chen, Zhaoliang and Fu, Lele and Xiao, Shunxin and Wang, Shiping and Plant, Claudia and Guo, Wenzhong},
     journal = {ACM Transactions on Knowledge Discovery from Data},
     year = {2023},
   }

6. 

   Efficient and Differentiable Low-rank Matrix Completion with Back Propagation

   Zhaoliang Chen, Jie Yao, Guobao Xiao, and Shiping Wang

   IEEE Transactions on Multimedia 2023

   SCI Q1, CCF Rank B, IF: 8.182

   Bib PDF Code

   @article{chen2023efficient,
     title = {Efficient and Differentiable Low-rank Matrix Completion with Back Propagation},
     author = {Chen, Zhaoliang and Yao, Jie and Xiao, Guobao and Wang, Shiping},
     journal = {IEEE Transactions on Multimedia},
     year = {2023},
     volume = {25},
     pages = {228-242},
     doi = {10.1109/TMM.2021.3124087},
   }

7. 

   Learning Deep Sparse Regularizers With Applications to Multi-View Clustering and Semi-Supervised Classification

   Shiping Wang, Zhaoliang Chen, Shide Du, and Zhouchen Lin

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

   SCI Q1, CCF Rank A, IF: 24.314

   Bib PDF Code

   @article{DBLP:journals/pami/WangCDL22,
     author = {Wang, Shiping and Chen, Zhaoliang and Du, Shide and Lin, Zhouchen},
     title = {Learning Deep Sparse Regularizers With Applications to Multi-View
                    Clustering and Semi-Supervised Classification},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {44},
     number = {9},
     pages = {5042--5055},
     year = {2022},
     doi = {10.1109/TPAMI.2021.3082632},
   }

8. 

   A review on matrix completion for recommender systems

   Zhaoliang Chen, and Shiping Wang

   Knowledge and Information Systems 2022

   SCI Q3, CCF Rank B, IF: 2.531

   Bib PDF

   @article{DBLP:journals/kais/ChenW22,
     author = {Chen, Zhaoliang and Wang, Shiping},
     title = {A review on matrix completion for recommender systems},
     journal = {Knowledge and Information Systems},
     volume = {64},
     number = {1},
     pages = {1--34},
     year = {2022},
     doi = {10.1007/s10115-021-01629-6},
   }

9. 

   Kernel meets recommender systems: A multi-kernel interpolation for matrix completion

   Zhaoliang Chen, Wei Zhao, and Shiping Wang

   Expert Systems with Applications 2021

   SCI Q1, CCF Rank B, IF: 8.665

   Bib PDF

   @article{DBLP:journals/eswa/ChenZW21,
     author = {Chen, Zhaoliang and Zhao, Wei and Wang, Shiping},
     title = {Kernel meets recommender systems: {A} multi-kernel interpolation for
                    matrix completion},
     journal = {Expert Systems with Applications},
     volume = {168},
     pages = {114436},
     year = {2021},
     doi = {10.1016/j.eswa.2020.114436},
   }

10. 

    Towards Multi-view Consistent Graph Diffusion

    Jielong Lu, Zhihao Wu, Zhaoliang Chen, Zhiling Cai, and Shiping Wang

    In ACM Multimedia 2024

    CCF Rank A, Oral (3.97%)

    Bib PDF

    @inproceedings{lu2024towards,
      title = {Towards Multi-view Consistent Graph Diffusion},
      author = {Lu, Jielong and Wu, Zhihao and Chen, Zhaoliang and Cai, Zhiling and Wang, Shiping},
      booktitle = {ACM Multimedia},
      year = {2024},
      url = {https://openreview.net/forum?id=2AnSGzLiGs},
    }

11. 

    Generative Essential Graph Convolutional Network for Multi-view Semi-supervised Classification

    Jielong Lu, Zhihao Wu, Luying Zhong, Zhaoliang Chen, Hong Zhao, and Shiping Wang

    IEEE Transactions on Multimedia 2024

    SCI Q1, CCF Rank B, IF: 7.3

    Bib PDF Code

    @article{generative2024Lu,
      author = {Lu, Jielong and Wu, Zhihao and Zhong, Luying and Chen, Zhaoliang and Zhao, Hong and Wang, Shiping},
      journal = {IEEE Transactions on Multimedia},
      title = {Generative Essential Graph Convolutional Network for Multi-view Semi-supervised Classification},
      year = {2024},
      pages = {1-12},
    }

12. 

    Graph Convolutional Network with Elastic Topology

    Zhihao Wu, Zhaoliang Chen, Shide Du, Sujia Huang, and Shiping Wang

    Pattern Recognition 2024

    SCI Q1, CCF Rank B, IF: 8

    Bib PDF Code

    @article{elastic2024Wu,
      author = {Wu, Zhihao and Chen, Zhaoliang and Du, Shide and Huang, Sujia and Wang, Shiping},
      journal = {Pattern Recognition},
      title = {Graph Convolutional Network with Elastic Topology},
      year = {2024},
    }

13. 

    Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck

    Luying Zhong, Zhaoliang Chen, Zhihao Wu, Shide Du, Zheyi Chen, and Shiping Wang

    IEEE Transactions on Neural Networks and Learning Systems 2023

    SCI Q1, CCF Rank B, IF: 14.255

    Bib PDF

    @article{zhong2023Learnable,
      author = {Zhong, Luying and Chen, Zhaoliang and Wu, Zhihao and Du, Shide and Chen, Zheyi and Wang, Shiping},
      journal = {IEEE Transactions on Neural Networks and Learning Systems},
      title = {Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck},
      year = {2023},
      pages = {1-14},
      doi = {10.1109/TNNLS.2023.3322739},
    }

14. 

    Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning

    Zhihao Wu, Xincan Lin, Zhenghong Lin, Zhaoliang Chen, Yang Bai, and Shiping Wang

    IEEE Transactions on Multimedia 2023

    SCI Q1, CCF Rank B, IF: 8.182

    Bib PDF Code

    @article{Interpretable2023Wu,
      author = {Wu, Zhihao and Lin, Xincan and Lin, Zhenghong and Chen, Zhaoliang and Bai, Yang and Wang, Shiping},
      journal = {IEEE Transactions on Multimedia},
      title = {Interpretable Graph Convolutional Network for Multi-View Semi-Supervised Learning},
      year = {2023},
      pages = {1-14},
      doi = {10.1109/TMM.2023.3260649},
    }

15. 

    Contrastive Graph Convolutional Networks with Generative Adjacency Matrix

    Luying Zhong, Jinbin Yang, Zhaoliang Chen, and Shiping Wang

    IEEE Transactions on Signal Processing 2023

    SCI Q1, CCF Rank B, IF: 4.875

    Bib PDF

    @article{Contrastive2023zhong,
      author = {Zhong, Luying and Yang, Jinbin and Chen, Zhaoliang and Wang, Shiping},
      journal = {IEEE Transactions on Signal Processing},
      title = {Contrastive Graph Convolutional Networks with Generative Adjacency Matrix},
      year = {2023},
      volume = {71},
      pages = {772-785},
      doi = {10.1109/TSP.2023.3254888},
    }

16. 

    Unified Low-Rank Tensor Learning and Spectral Embedding for Multi-View Subspace Clustering

    Lele Fu, Zhaoliang Chen, Yongyong Chen, and Shiping Wang

    IEEE Transactions on Multimedia 2022

    SCI Q1, CCF Rank B, IF: 8.182

    Bib PDF

    @article{fu2022unified,
      title = {Unified Low-Rank Tensor Learning and Spectral Embedding for Multi-View Subspace Clustering},
      author = {Fu, Lele and Chen, Zhaoliang and Chen, Yongyong and Wang, Shiping},
      journal = {IEEE Transactions on Multimedia},
      year = {2022},
      publisher = {IEEE},
      doi = {10.1109/TMM.2022.3185886},
    }