Qihe Huang

Venues

Frequent coauthors

Papers

1. QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting
   WWW 2026 ·

   Shichao Ma

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2. Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing
   AAAI 2026 ·

   Shichao Ma

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3. Enhancing Graph Invariant Learning from a Negative Inference Perspective
   ICML 2025 ·

   Kuo Yang

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4. Exploiting Language Power for Time Series Forecasting with Exogenous Variables
   WWW 2025 · Qihe Huang
5. LamPro: Multi-Prototype Representation Learning for Enhanced Visual Pattern Recognition
   ICRA 2025 ·

   Ji Qi

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6. Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
   NeurIPS 2025 · Qihe Huang
7. MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
   NeurIPS 2025 ·

   Jiaming Ma

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8. Revealing Concept Shift in Spatio-Temporal Graphs via State Learning
   IJCAI 2025 ·

   Kuo Yang

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9. SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
   ICML 2025 ·

   Jiayue Liu

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10. TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting
    ICML 2025 · Qihe Huang
11. Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
    NeurIPS 2024 ·

    Zhongchao Yi

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12. HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting
    AAAI 2024 · Qihe Huang
13. Improving Generalization of Dynamic Graph Learning via Environment Prompt
    NeurIPS 2024 ·

    Kuo Yang

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14. LeRet: Language-Empowered Retentive Network for Time Series Forecasting
    IJCAI 2024 · Qihe Huang