Accepted Tutorials

  • LLMs Meet Cross-Modal Time Series Analytics: Overview and Directions
    Chenxi Liu (Nanyang Technological University)*; Hao Miao (Aalborg University); Cheng Long (Nanyang Technological University); Yan Zhao (University of Electronic Science and Technology of China); Ziyue Li (Technical University of Munich); Panos Kalnis (King Abdullah University of Science and Technology)

  • Towards Foundation Model for Spatiotemporal Data Analysis
    Yuankai Wu (Sichuan University)*; Dingyi Zhuang (Massachusetts Institute of Technology); Xinyu Chen (Massachusetts Institute of Technology)

  • Learning from Spatio-Temporal Data in the LLM Era: Foundations, Models, and Emerging Trends
    Zijian Zhang (Jilin University )*; Xiao Han (City University of Hong Kong); Xiangyu Zhao (City University of Hong Kong); Chenjuan Guo (East China Normal University); Bin Yang (East China Normal University)

  • Spatial Regionalization: Algorithms and Challenges
    Amr Magdy (University of California, Riverside)*; Yongyi Liu (University of California, Riverside)

  • Heterogeneity in Multivariate Time Series: Comprehensive Analysis and Adaptive Modeling
    Zezhi Shao (Institute of Computing Technology, Chinese Academy of Sciences)*; Chengqing Yu (Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences); Fei Wang ( Institute of Computing Technology, Chinese Academy of Sciences)