list of publications

2025

  1. NeurIPS
    TAMI: Taming Heterogeneity in Temporal Interactions for Temporal Graph Link Prediction
    Zhongyi Yu, Jianqiu Wu, Zhenghao Wu, Shuhan Zhong, Weifeng Su, Chul-Ho Lee, and Weipeng Zhuo
    In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
  2. KDD
    MTM: A Multi-Scale Token Mixing Transformer for Irregular Multivariate Time Series Classification
    Shuhan Zhong, Weipeng Zhuo, Sizhe Song, Guanyao Li, Zhongyi Yu, and S.-H. Gary Chan
    In Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, Toronto ON, Canada, 2025
    DOI

2024

  1. arXiv
    M^3-Impute: Mask-guided Representation Learning for Missing Value Imputation
    Zhongyi Yu, Zhenghao Wu, Shuhan Zhong, Weifeng Su, S. -H. Gary Chan, Chul-Ho Lee, and Weipeng Zhuo
    2024
    arXiv
  2. VLDB
    A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
    Shuhan Zhong, Sizhe Song, Weipeng Zhuo, Guanyao Li, Yang Liu, and S.-H. Gary Chan
    In Proceedings of the VLDB Endowment, Mar 2024
    DOI

2023

  1. IMWUT
    DYPA: A Machine Learning Dyslexia Prescreening Mobile Application for Chinese Children
    Shuhan Zhong, Sizhe Song, Tianhao Tang, Fei Nie, Xinrui Zhou, Yankun Zhao, Yizhe Zhao, Kuen Fung Sin, and S.-H. Gary Chan
    Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., Sep 2023
    DOI
  2. TKDE
    A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting
    Guanyao Li, Shuhan Zhong, Xingdong Deng, Letian Xiang, S.-H. Gary Chan, Ruiyuan Li, Yang Liu, Ming Zhang, Chih-Chieh Hung, and Wen-Chih Peng
    IEEE Transactions on Knowledge and Data Engineering, Sep 2023
    DOI

2022

  1. MM
    A Tree-Based Structure-Aware Transformer Decoder for Image-To-Markup Generation
    Shuhan Zhong, Sizhe Song, Guanyao Li, and S.-H. Gary Chan
    In Proceedings of the 30th ACM International Conference on Multimedia, Lisboa, Portugal, Sep 2022
    DOI
  2. ICDE
    A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction
    Guanyao Li, Xiaofeng Wang, Gunarto Sindoro Njoo, Shuhan Zhong, S.-H. Gary Chan, Chih-Chieh Hung, and Wen-Chih Peng
    In 2022 IEEE 38th International Conference on Data Engineering (ICDE), Sep 2022
    DOI
  3. IOTJ
    vContact: Private WiFi-Based IoT Contact Tracing With Virus Lifespan
    Guanyao Li, Siyan Hu, Shuhan Zhong, Wai Lun Tsui, and S.-H. Gary Chan
    IEEE Internet of Things Journal, Sep 2022
    DOI

2021

  1. Feature extraction and improved denoising method for nonlinear and nonstationary high-rate GNSS coseismic displacements applied to earthquake focal mechanism inversion of the El Mayor–Cucapah earthquake
    Yanyan Li, Linqiao Han, Lei Yi, Shuhan Zhong, and Chuanfa Chen
    Advances in Space Research, Sep 2021
    DOI

2018

  1. Focal Mechanisms of the 2016 Central Italy Earthquake Sequence Inferred from High-Rate GPS and Broadband Seismic Waveforms
    Shuhan Zhong, Caijun Xu, Lei Yi, and Yanyan Li
    Remote Sensing, Sep 2018
    DOI