Publications

An up-to-date list is available on Google Scholar.

Preprints

2024

  1. saf_preview.png
    Rethinking Spectral Graph Neural Networks with Spatially Adaptive Filtering
    Jingwei Guo, Kaizhu Huang, Xinping Yi, Zixian Su, and Rui Zhang
    Under review, 2024
  2. freda24_preview.png
    Decentralizing Test-time Adaptation under Heterogeneous Data Streams
    2024
  3. survey24_preview.png
    Navigating Distribution Shifts in Medical Image Analysis: A Survey
    Under review, 2024

Conferences and Journals

2024

  1. TPAMI
    ES-GNN: Generalizing graph neural networks beyond homophily with edge splitting
    Jingwei Guo, Kaizhu Huang, Xinping Yi, and Rui Zhang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
  2. AAAI
    Unraveling Batch Normalization for Realistic Test-Time Adaptation
    Zixian Su, Jingwei Guo, Kai Yao, Xi Yang, Qiufeng Wang, and Kaizhu Huang
    In Proceedings of the AAAI Conference on Artificial Intelligence, Oral Presentation, 2024

2023

  1. WWW
    Graph Neural Networks with Diverse Spectral Filtering
    Jingwei Guo, Kaizhu Huang, Xinping Yi, and Rui Zhang
    In Proceedings of the ACM Web Conference, 2023

2022

  1. TNNLS
    Learning disentangled graph convolutional networks locally and globally
    Jingwei Guo, Kaizhu Huang, Xinping Yi, and Rui Zhang
    IEEE Transactions on Neural Networks and Learning Systems, 2022

2021

  1. arXiv
    Lgd-gcn: Local and global disentangled graph convolutional networks
    Jingwei Guo, Kaizhu Huang, Xinping Yi, and Rui Zhang
    arXiv, 2021

2016

  1. CISP-BMEI
    Adaptive active contour model based automatic tongue image segmentation
    Jingwei Guo, Yikang Yang, Qingwei Wu, Jionglong Su, and Fei Ma
    In 2016 9th International Congress on image and signal processing, BioMedical engineering and informatics, 2016