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Southeast University

Nanjing, Jiangsu, China

I am Zhen Wu (吴臻), a PhD student at Southeast University, advised by Jinghui Zhang. I received my M.S. degree from Soochow University and my B.S. degree from Jiangxi University of Finance and Economics.

My research interests include information diffusion prediction, popularity prediction, paper recommendation, and graph neural networks, with recent work on few-shot action recognition and image restoration.

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selected publications

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}
}

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}
}

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}
}