USTC AGI Research Group
USTC AGI Research Group
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Zhiding Liu
Ph.D. Student
State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China
Interests
Time Series Analysis
Recommender System
Latest
Advancing Time Series Classification with Multimodal Language Modeling
Generative Pretrained Hierarchical Transformer for Time Series Forecasting
Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
A general tail item representation enhancement framework for sequential recommendation
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification
TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
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