Qihe Huang

PhD student, University of Science and Technology of China

Joined

September 2022

Names

Qihe Huang (Preferred)

Emails

****@mail.ustc.edu.cn (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

University of Science and Technology of China (ustc.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

Coauthor

Zhengyang Zhou

2022 – Present

Expertise

Time series forecasting

2022 – Present

Spatial-temporal data mining

2022 – Present

Publications

Enabling arbitrary inference in spatio-temporal dynamic systems: A physics-inspired perspective
Yan Ge, Zhengyang Zhou, Qihe Huang, Yuxuan Liang, Yang Wang
- ICLR 2026 Poster
- Readers: Everyone
PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting
Jiaming Ma, Qihe Huang, Haofeng Ma, Guanjun Wang, Sheng Huang, Zhengyang Zhou, Pengkun Wang, Xu Wang, Binwu Wang, Yang Wang
- ICLR 2026 Poster
- Readers: Everyone
STORM: Synergistic Cross-Scale Spatio-Temporal Modeling for Weather Forecasting
Qihe Huang, Zhengyang Zhou, Yangze Li, Jiaming Ma, Kuo Yang, Binwu Wang, Xu Wang, Yang Wang
- ICLR 2026 Poster
- Readers: Everyone
MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
Jiaming Ma, Binwu Wang, Qihe Huang, Guanjun Wang, Pengkun Wang, Zhengyang Zhou, Yang Wang
- NeurIPS 2025 poster
- Readers: Everyone
Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
Qihe Huang, Zhengyang Zhou, Yangze Li, Kuo Yang, Binwu Wang, Yang Wang
- NeurIPS 2025 poster
- Readers: Everyone
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
Jiayue Liu, Zhongchao Yi, Zhengyang Zhou, Qihe Huang, Kuo Yang, Xu Wang, Yang Wang
- ICML 2025 spotlightposter
- Readers: Everyone
Enhancing Graph Invariant Learning from a Negative Inference Perspective
Kuo Yang, Zhengyang Zhou, Qihe Huang, Wenjie Du, Limin Li, Wu Jiang, Yang Wang
- ICML 2025 poster
- Readers: Everyone
TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting
Qihe Huang, Zhengyang Zhou, Kuo Yang, Zhongchao Yi, Xu Wang, Yang Wang
- ICML 2025 spotlightposter
- Readers: Everyone
Overcoming Lookback Window Limitations: Exploring Longer Windows in Long-Term Time Series Forecasting
Jiahui Zhang, Wenjie Du, Zhengyang Zhou, Qihe Huang, Xuqiang Li, Yang Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Graph Invariant Learning from a Negative Inference Perspective
Kuo Yang, Zhengyang Zhou, Qihe Huang, Limin Li, Wu Jiang, Yang Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 22 publications

Co-Authors

View all 35 co-authors