activity
20202026
most citedEffective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT)

5 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

HypLTSF: A Hyperbolic Geometric View of Multi-Scale Hierarchies for Long-Term Time Series Forecasting

Namwoo Kim, Hyungryul Baik, Yoonjin Yoon

Multi-scale modeling has become an effective approach for long-term time series forecasting, capturing temporal patterns that range from fine-grained local dynamics to coarse globa…

cs.LG2026

Synergistic Fusion of Topological Structure and Temporal Semantics of Mobility for Urban Region Embedding

Namwoo Kim, Jeeyun Chang, Kanghoon Lee +1

Urban region embeddings have shown promising results in diverse urban sensing tasks such as crime, income, and service-call prediction. Recent methods improve representation qualit…