publications

2026

1. arXiv

   QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration

   Shen Zhou, Jinghui Zhang, Wenbo Huang, and 7 more authors

   arXiv preprint arXiv:2607.15097, 2026

   DOI Bib

   @article{zhou2026qurec,
     title = {QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration},
     author = {Zhou, Shen and Zhang, Jinghui and Huang, Wenbo and Qian, Xuwei and Wu, Zhen and Peng, Guangwen and Li, Zhiyuan and Ding, Ding and Shen, Dian and Dong, Fang},
     journal = {arXiv preprint arXiv:2607.15097},
     year = {2026},
     url = {https://doi.org/10.48550/arXiv.2607.15097},
     doi = {10.48550/arXiv.2607.15097}
   }

2024

1. KDD

   A Deep Prediction Framework for Multi-Source Information via Heterogeneous GNN

   Zhen Wu, Jingya Zhou, Jinghui Zhang, and 2 more authors

   In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

   DOI Bib

   @inproceedings{wu2024kdd,
     title = {A Deep Prediction Framework for Multi-Source Information via Heterogeneous GNN},
     author = {Wu, Zhen and Zhou, Jingya and Zhang, Jinghui and Liu, Ling and Huang, Chizhou},
     booktitle = {Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
     pages = {3460--3471},
     year = {2024},
     publisher = {ACM},
     doi = {10.1145/3637528.3671966}
   }

2. ACM MM

   SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition

   Wenbo Huang, Jinghui Zhang, Xuwei Qian, and 3 more authors

   In Proceedings of the 32nd ACM International Conference on Multimedia, 2024

   DOI Bib

   @inproceedings{huang2024soap,
     title = {SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition},
     author = {Huang, Wenbo and Zhang, Jinghui and Qian, Xuwei and Wu, Zhen and Wang, Meng and Zhang, Lei},
     booktitle = {Proceedings of the 32nd ACM International Conference on Multimedia},
     pages = {4572--4580},
     year = {2024},
     publisher = {ACM},
     doi = {10.1145/3664647.3681062}
   }

2023

1. ESWA

   MARec: A multi-attention aware paper recommendation method

   Jie Wang, Jingya Zhou, Zhen Wu, and 1 more author

   Expert Systems with Applications, 2023

   DOI Bib

   @article{wang2023marec,
     title = {MARec: A multi-attention aware paper recommendation method},
     author = {Wang, Jie and Zhou, Jingya and Wu, Zhen and Sun, Xigang},
     journal = {Expert Systems with Applications},
     volume = {232},
     pages = {120847},
     year = {2023},
     publisher = {Elsevier},
     doi = {10.1016/j.eswa.2023.120847}
   }

2. Inf. Sci.

   CasTformer: A novel cascade transformer towards predicting information diffusion

   Xigang Sun, Jingya Zhou, Ling Liu, and 1 more author

   Information Sciences, 2023

   DOI Bib

   @article{sun2023castformer,
     title = {CasTformer: A novel cascade transformer towards predicting information diffusion},
     author = {Sun, Xigang and Zhou, Jingya and Liu, Ling and Wu, Zhen},
     journal = {Information Sciences},
     volume = {648},
     pages = {119531},
     year = {2023},
     publisher = {Elsevier},
     doi = {10.1016/j.ins.2023.119531}
   }

3. CBD

   Rich Information Driven Popularity Prediction on Weibo

   Xinyang Shen, Zhen Wu, Jingya Zhou, and 2 more authors

   In 2023 Eleventh International Conference on Advanced Cloud and Big Data (CBD), 2023

   DOI Bib

   @inproceedings{shen2023weibo,
     title = {Rich Information Driven Popularity Prediction on Weibo},
     author = {Shen, Xinyang and Wu, Zhen and Zhou, Jingya and Zhu, Yujian and Xu, Weiqing},
     booktitle = {2023 Eleventh International Conference on Advanced Cloud and Big Data (CBD)},
     pages = {200--205},
     year = {2023},
     publisher = {IEEE},
     doi = {10.1109/CBD63341.2023.00043}
   }

4. CSCWD

   Information Diffusion Prediction via Exploiting Cascade Relationship Diversity

   Xigang Sun, Jingya Zhou, Zhen Wu, and 1 more author

   In 2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2023

   DOI Bib

   @inproceedings{sun2023diversity,
     title = {Information Diffusion Prediction via Exploiting Cascade Relationship Diversity},
     author = {Sun, Xigang and Zhou, Jingya and Wu, Zhen and Wang, Jie},
     booktitle = {2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)},
     pages = {187--192},
     year = {2023},
     publisher = {IEEE},
     doi = {10.1109/CSCWD57460.2023.10152625}
   }

2022

1. ICDE

   Deep Popularity Prediction in Multi-Source Cascade with HERI-GCN

   Zhen Wu, Jingya Zhou, Ling Liu, and 2 more authors

   In 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2022

   DOI Bib

   @inproceedings{wu2022herigcn,
     title = {Deep Popularity Prediction in Multi-Source Cascade with HERI-GCN},
     author = {Wu, Zhen and Zhou, Jingya and Liu, Ling and Li, Chaozhuo and Gu, Fei},
     booktitle = {2022 IEEE 38th International Conference on Data Engineering (ICDE)},
     pages = {1714--1726},
     year = {2022},
     publisher = {IEEE},
     doi = {10.1109/ICDE53745.2022.00174}
   }

2. CBD

   Wb-MSF: A Large-scale Multi-source Information Diffusion Dataset for Social Information Diffusion Prediction

   Zhen Wu, Jingya Zhou, Jie Wang, and 1 more author

   In 2022 Tenth International Conference on Advanced Cloud and Big Data (CBD), 2022

   DOI Bib

   @inproceedings{wu2022wbmsf,
     title = {Wb-MSF: A Large-scale Multi-source Information Diffusion Dataset for Social Information Diffusion Prediction},
     author = {Wu, Zhen and Zhou, Jingya and Wang, Jie and Sun, Xigang},
     booktitle = {2022 Tenth International Conference on Advanced Cloud and Big Data (CBD)},
     pages = {79--84},
     year = {2022},
     publisher = {IEEE},
     doi = {10.1109/CBD58033.2022.00023}
   }

3. DASFAA

   Toward Paper Recommendation by Jointly Exploiting Diversity and Dynamics in Heterogeneous Information Networks

   Jie Wang, Jingya Zhou, Zhen Wu, and 1 more author

   In Database Systems for Advanced Applications (DASFAA), 2022

   DOI Bib

   @inproceedings{wang2022dasfaa,
     title = {Toward Paper Recommendation by Jointly Exploiting Diversity and Dynamics in Heterogeneous Information Networks},
     author = {Wang, Jie and Zhou, Jingya and Wu, Zhen and Sun, Xigang},
     booktitle = {Database Systems for Advanced Applications (DASFAA)},
     pages = {272--280},
     year = {2022},
     publisher = {Springer},
     doi = {10.1007/978-3-031-00126-0_19}
   }