202 citations · 202 across the 4 of their papers we have counts for
4 papers
Transferable Human Mobility Network Reconstruction with neuroGravity
Jinming Yang, Shaoyu Huang, Zongyuan Huang +4
Accurate modeling of human mobility is critical for tackling urban planning and public health challenges. In undeveloped regions, the absence of comprehensive travel surveys necess…
TrajGEOS: Trajectory Graph Enhanced Orientation-based Sequential Network for Mobility Prediction
Zhaoping Hu, Zongyuan Huang, Jinming Yang +3
Human mobility studies how people move to access their needed resources and plays a significant role in urban planning and location-based services. As a paramount task of human mob…
Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion
Menghan Wang, Jinming Yang, Yuchen Guo +3
User post-click conversion prediction is of high interest to researchers and developers. Recent studies employ multi-task learning to tackle the selection bias and data sparsity pr…
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation
Xinyu Chen, Jinming Yang, Lijun Sun
Sparsity and missing data problems are very common in spatiotemporal traffic data collected from various sensing systems. Making accurate imputation is critical to many application…