102 citations · 322 across the 78 of their papers we have counts for
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cs.LG2023★ 2 cited
LightPath: Lightweight and Scalable Path Representation Learning
Sean Bin Yang, Jilin Hu, Chenjuan Guo +2
Movement paths are used widely in intelligent transportation and smart city applications. To serve such applications, path representation learning aims to provide compact represent…
cs.LG2023★ 2 cited
A Crystal-Specific Pre-Training Framework for Crystal Material Property Prediction
Haomin Yu, Yanru Song, Jilin Hu +2
Crystal property prediction is a crucial aspect of developing novel materials. However, there are two technical challenges to be addressed for speeding up the investigation of crys…
cs.LG2023★ 102 cited
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended Version
David Campos, Miao Zhang, Bin Yang +3
Due to the sweeping digitalization of processes, increasingly vast amounts of time series data are being produced. Accurate classification of such time series facilitates decision…