2 papers
cs.LG2026
TraveL: Transformer-based Multi-view Path Distributional Representation Learning
Fang He, Tao-yang Fu, Wang-chien Lee
Path representation learning (PRL) for road networks has received increasing research attention, due to various path-related applications. Existing works on PRL typically exploit t…
cs.LG2026
SMart: A Multi-source Multi-phase Time Series Representation Transfer Framework
Fang He, Wang-chien Lee
Time series representation learning (TSRL) has attracted growing research interests in recent years. Two recent explorations in TSRL are: i) exploiting a transformer-based framewor…