Peiyuan Liu

Venues

Frequent coauthors

Papers

1. Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting
   AAAI 2025 ·

   Yifan Hu

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2. CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
   AAAI 2025 · Peiyuan Liu
3. Efficient Differentiable Approximation of Generalized Low-rank Regularization
   IJCAI 2025 ·

   Naiqi Li

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4. Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment
   IROS 2025 ·

   Han Zheng

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5. MERA: Mixture of Experts with Retrieval-Augmented Representation for Modeling Diversified Stock Patterns
   WWW 2025 ·

   YuJun Liu

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6. TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
   ICML 2025 · Peiyuan Liu
7. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
   ICML 2025 ·

   Yifan Hu

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8. DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
   NeurIPS 2024 ·

   Tao Dai

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9. Periodicity Decoupling Framework for Long-term Series Forecasting
   ICLR 2024 ·

   Tao Dai

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