Zhenjing Zheng

Multi-view Denoising Graph Auto-Encoders on Heterogeneous Information Networks for Cold-start Recommendation

Jiawei Zheng, Qianli Ma, Hao Gu et al. · 2021 · 63 citations

Engineering, Machine Learning, Autoencoders +20

A Survey on Time-Series Pre-Trained Models

Qianli Ma, Zhen Liu, Zhenjing Zheng et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 55 citations

Dynamic Multi-Scale Convolutional Neural Network for Time Series Classification

Bin Qian, Yong Xiao, Zhenjing Zheng et al. · IEEE Access · 2020 · 45 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +13

Efficient time series anomaly detection by multiresolution self-supervised discriminative network

Desen Huang, Lifeng Shen, Zhongzhong Yu et al. · Neurocomputing · 2022 · 26 citations

Anomaly Detection, Machine Learning, Data Science +10

Echo Memory-Augmented Network for time series classification

Qianli Ma, Zhenjing Zheng, Wanqing Zhuang et al. · Neural Networks · 2020 · 24 citations

Engineering, Time Series Classification, Temporal Pattern Recognition +6