Yichao Liu

Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions

Yichao Liu, Zongru Shao, Nico Hoffmann · arXiv (Cornell University) · 2021 · 408 citations · Full text

Convolutional Neural Network, Attention Mechanisms, Engineering +20

Data-Driven Fault Diagnosis Using Deep Canonical Variate Analysis and Fisher Discriminant Analysis

Ping Wu, Siwei Lou, Xujie Zhang et al. · IEEE Transactions on Industrial Informatics · 2020 · 78 citations

Fisher Discriminant Analysis, Fault Diagnosis, Engineering +13

Data-Driven Incipient Fault Detection via Canonical Variate Dissimilarity and Mixed Kernel Principal Component Analysis

Ping Wu, Riccardo Ferrari, Yichao Liu et al. · IEEE Transactions on Industrial Informatics · 2020 · 67 citations

Fault Diagnosis, Engineering, Machine Learning +21

Exploring large language models for human mobility prediction under public events

Yuebing Liang, Yichao Liu, Xiaohan Wang et al. · Computers Environment and Urban Systems · 2024 · 67 citations · Full text

Large Language Models, Applied Linguistics, Computational Social Science +15

Fault diagnosis of the 10MW Floating Offshore Wind Turbine Benchmark: A mixed model and signal-based approach

Yichao Liu, Riccardo Ferrari, Ping Wu et al. · Renewable Energy · 2020 · 52 citations · Full text