Zhiding Liu

FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification

Mingyue Cheng, Qi Liu, Zhiding Liu et al. · 2023 · 38 citations

Deep Learning-based Algorithms, Hierarchical Multi-scale Representations, Convolutional Neural Network +20

Generative Pretrained Hierarchical Transformer for Time Series Forecasting

Zhiding Liu, Jiqian Yang, Mingyue Cheng et al. · 2024 · 26 citations · Full text

Towards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation

Mingyue Cheng, Zhiding Liu, Qi Liu et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +16

TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders

Mingyue Cheng, Qi Liu, Zhiding Liu et al. · arXiv (Cornell University) · 2023 · 19 citations · Full text

Engineering, Machine Learning, Data Science +11

One Person, One Model—Learning Compound Router for Sequential Recommendation

Zhiding Liu, Mingyue Cheng, Zhi Li et al. · 2022 IEEE International Conference on Data Mining (ICDM) · 2022 · 10 citations