PPaperPicks

Qihe Huang

14 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4ICML ×3AAAI ×2IJCAI ×2WWW ×2ICRA ×1

Frequent coauthors

Zhengyang Zhou
×14
Yang Wang
×13
Kuo Yang
×8
Zhongchao Yi
×4
Binwu Wang
×3
Shichao Ma
×2
Yunhe Guo
×2
Limin Li
×2
Xu Wang
×2
Jiahao Su
×1
Yang Wang
×1
Wenjie Du
×1

Papers

  1. QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting
    WWW 2026 ·
    Shichao Ma
    ,
    Zhengyang Zhou
    , Qihe Huang,
    Binwu Wang
    ,
    Yang Wang
  2. Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing
    AAAI 2026 ·
    Shichao Ma
    ,
    Yunhe Guo
    ,
    Jiahao Su
    , Qihe Huang,
    Zhengyang Zhou
    ,
    Yang Wang
  3. Enhancing Graph Invariant Learning from a Negative Inference Perspective
    ICML 2025 ·
    Kuo Yang
    ,
    Zhengyang Zhou
    , Qihe Huang,
    Wenjie Du
    ,
    Limin Li
    ,
    Wu Jiang
    ,
    Yang Wang
  4. Exploiting Language Power for Time Series Forecasting with Exogenous Variables
    WWW 2025 · Qihe Huang,
    Zhengyang Zhou
    ,
    Kuo Yang
    ,
    Yang Wang
  5. LamPro: Multi-Prototype Representation Learning for Enhanced Visual Pattern Recognition
    ICRA 2025 ·
    Ji Qi
    ,
    Wei Sun
    , Qihe Huang,
    Zhengyang Zhou
    ,
    Yang Wang
  6. Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
    NeurIPS 2025 · Qihe Huang,
    Zhengyang Zhou
    ,
    Yangze Li
    ,
    Kuo Yang
    ,
    Binwu Wang
    ,
    Yang Wang
  7. MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
    NeurIPS 2025 ·
    Jiaming Ma
    ,
    Binwu Wang
    , Qihe Huang,
    Guanjun Wang
    ,
    Pengkun Wang
    ,
    Zhengyang Zhou
    ,
    Yang Wang
  8. Revealing Concept Shift in Spatio-Temporal Graphs via State Learning
    IJCAI 2025 ·
    Kuo Yang
    ,
    Yunhe Guo
    , Qihe Huang,
    Zhengyang Zhou
    ,
    Yang Wang
  9. SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
    ICML 2025 ·
    Jiayue Liu
    ,
    Zhongchao Yi
    ,
    Zhengyang Zhou
    , Qihe Huang,
    Kuo Yang
    ,
    Xu Wang
    ,
    Yang Wang
  10. TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting
    ICML 2025 · Qihe Huang,
    Zhengyang Zhou
    ,
    Kuo Yang
    ,
    Zhongchao Yi
    ,
    Xu Wang
    ,
    Yang Wang
  11. Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
    NeurIPS 2024 ·
    Zhongchao Yi
    ,
    Zhengyang Zhou
    , Qihe Huang,
    Yanjiang Chen
    ,
    Liheng Yu
    ,
    Xu Wang
    ,
    Yang Wang
  12. HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting
    AAAI 2024 · Qihe Huang,
    Lei Shen
    ,
    Ruixin Zhang
    ,
    Jiahuan Cheng
    ,
    Shouhong Ding
    ,
    Zhengyang Zhou
    ,
    Yang Wang
  13. Improving Generalization of Dynamic Graph Learning via Environment Prompt
    NeurIPS 2024 ·
    Kuo Yang
    ,
    Zhengyang Zhou
    , Qihe Huang,
    Limin Li
    ,
    Yuxuan Liang
    ,
    Yang Wang
  14. LeRet: Language-Empowered Retentive Network for Time Series Forecasting
    IJCAI 2024 · Qihe Huang,
    Zhengyang Zhou
    ,
    Kuo Yang
    ,
    Gengyu Lin
    ,
    Zhongchao Yi
    ,
    Yang Wang