no code implementations • 15 Apr 2024 • Zichao Zeng, June Moh Goo, Xinglei Wang, Bin Chi, MeiHui Wang, Jan Boehm
A building's age of construction is crucial for supporting many geospatial applications.
1 code implementation • 29 Aug 2023 • Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng
We posit that our research marks a significant paradigm shift in human mobility modelling, transitioning from building complex domain-specific models to harnessing general-purpose LLMs that yield accurate predictions through language instructions.
1 code implementation • 6 Apr 2020 • Xinglei Wang, Xuefeng Guan, Jun Cao, Na Zhang, Huayi Wu
This model builds on sequence to sequence (seq2seq) architecture to capture temporal feature and relies on graph convolution for aggregating spatial information.
no code implementations • 14 Apr 2019 • Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu
In this paper, we propose a hybrid approach that learns the spatio-temporal dependency in traffic flows and predicts short-term traffic speeds on a road network.