Deyin Liu

HierTrain: Fast Hierarchical Edge AI Learning With Hybrid Parallelism in Mobile-Edge-Cloud Computing

Deyin Liu, Xu Chen, Zhi Zhou et al. · IEEE Open Journal of the Communications Society · 2020 · 66 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Asymmetric Cross-Scale Alignment for Text-Based Person Search

Zhong Ji, Junhua Hu, Deyin Liu et al. · IEEE Transactions on Multimedia · 2022 · 63 citations

Engineering, Biometrics, Feature Extraction +19

Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification

Lin Wu, Deyin Liu, Wenying Zhang et al. · IEEE Transactions on Image Processing · 2022 · 62 citations

Engineering, Machine Learning, Biometrics +16

Foreign Exchange Rates Forecasting with Convolutional Neural Network

Chen Liu, Weiyan Hou, Deyin Liu · Neural Processing Letters · 2017 · 48 citations

Economic Forecasting, Engineering, International Finance +6

Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification

Deyin Liu, Lin Wu, Richang Hong et al. · ACM Transactions on Multimedia Computing Communications and Applications · 2022 · 35 citations

Engineering, Machine Learning, Biometrics +20