Siya Yao

Discriminative Manifold Distribution Alignment for Domain Adaptation

Siya Yao, Qi Kang, MengChu Zhou et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2022 · 101 citations

Geometric Learning, Machine Vision, Machine Learning +15

A survey of transfer learning for machinery diagnostics and prognostics

Siya Yao, Qi Kang, MengChu Zhou et al. · Artificial Intelligence Review · 2022 · 99 citations

Engineering, Machine Learning, Data Science +13

Effective Visual Domain Adaptation via Generative Adversarial Distribution Matching

Qi Kang, Siya Yao, MengChu Zhou et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 65 citations

Machine Vision, Machine Learning, Data Science +14

Enhanced Subspace Distribution Matching for Fast Visual Domain Adaptation

Qi Kang, Siya Yao, MengChu Zhou et al. · IEEE Transactions on Computational Social Systems · 2020 · 42 citations

Machine Vision, Image Analysis, Data Science +15

Domain Adaptation Multitask Optimization

Xiaoling Wang, Qi Kang, MengChu Zhou et al. · IEEE Transactions on Cybernetics · 2022 · 40 citations

Artificial Intelligence, Multitask Optimization, Engineering +14