2 papers
cs.LG2025
Neural Canonical Polyadic Factorization for Traffic Analysis
Wenyu Luo, Yikai Hou, Peng Tang
Modern intelligent transportation systems rely on accurate spatiotemporal traffic analysis to optimize urban mobility and infrastructure resilience. However, pervasive missing data…
cs.LG2025
Multi-Head Self-Attending Neural Tucker Factorization
Yikai Hou, Peng Tang
Quality-of-service (QoS) data exhibit dynamic temporal patterns that are crucial for accurately predicting missing values. These patterns arise from the evolving interactions betwe…