Zhiding Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Language Modeling

Multivariate Time Series

Hierarchical Models

Intelligent Educational Systems

Top Venues

Publications

Zhiding Liu, Jiqian Yang, Mingyue Cheng, Yucong Luo, Zhi Li
Generative Pretrained Hierarchical Transformer for Time Series Forecasting. KDD (2024)
Mingyue Cheng, Qi Liu, Wenyu Zhang, Zhiding Liu, Hongke Zhao, Enhong Chen
A general tail item representation enhancement framework for sequential recommendation. Frontiers Comput. Sci. 18 (6) (2024)
Zhiding Liu, Jiqian Yang, Mingyue Cheng, Yucong Luo, Zhi Li
Generative Pretrained Hierarchical Transformer for Time Series Forecasting. CoRR (2024)
Mingyue Cheng, Yiheng Chen, Qi Liu, Zhiding Liu, Yucong Luo
Advancing Time Series Classification with Multimodal Language Modeling. CoRR (2024)
Mingyue Cheng, Qi Liu, Zhiding Liu, Hao Zhang, Rujiao Zhang, Enhong Chen
TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders. CoRR (2023)
Hao Zhang, Mingyue Cheng, Qi Liu, Zhiding Liu, Enhong Chen
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems. CoRR (2023)
Zhiding Liu, Mingyue Cheng, Zhi Li, Zhenya Huang, Qi Liu, Yanhu Xie, Enhong Chen
Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective. NeurIPS (2023)
Mingyue Cheng, Qi Liu, Zhiding Liu, Zhi Li, Yucong Luo, Enhong Chen
FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification. WWW (2023)
Guanhao Zhao, Zhenya Huang, Yan Zhuang, Jiayu Liu, Qi Liu, Zhiding Liu, Jinze Wu, Enhong Chen
Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems. CIKM (2023)
Mingyue Cheng, Qi Liu, Zhiding Liu, Zhi Li, Yucong Luo, Enhong Chen
FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification. CoRR (2023)
Zhiding Liu, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen
One Person, One Model - Learning Compound Router for Sequential Recommendation. ICDM (2022)
Mingyue Cheng, Zhiding Liu, Qi Liu, Shenyang Ge, Enhong Chen
Towards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation. WWW (2022)
Zhiding Liu, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen
One Person, One Model-Learning Compound Router for Sequential Recommendation. CoRR (2022)