7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 7 cited
Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive Hypergraphs
Jiawen Chen, Qi Shao, Duxin Chen +1
Spatio-temporal prediction is a pivotal task with broad applications in traffic management, climate monitoring, energy scheduling, etc. However, existing methodologies often strugg…
cs.LG2023
Interpretable System Identification and Long-term Prediction on Time-Series Data
Xiaoyi Liu, Duxin Chen, Wenjia Wei +2
Time-series prediction has drawn considerable attention during the past decades fueled by the emerging advances of deep learning methods. However, most neural network based methods…