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• Generative Pretrained Hierarchical Transformer for Time Series Forecasting
  2024 · 44 citations
• Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
  2025 · 3 citations
• Preference Trajectory Modeling via Flow Matching for Sequential Recommendation
  2025 · 3 citations
• Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
  2023 · 1 citations
• StaTS: Spectral Trajectory Schedule Learning for Adaptive Time Series Forecasting with Frequency Guided Denoiser
  2026
• OneCast: Structured Decomposition and Modular Generation for Cross-Domain Time Series Forecasting
  2025
• One Person, One Model--Learning Compound Router for Sequential Recommendation
  2022
• FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification
  2023
• TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
  2023
• Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling
  2023
• DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting
  2024