Author

Hao Miao

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Conference Open access Aug 2026

FreSH: Frequency-Segmented Hierarchical Multi-Expert Framework for Multivariate Time Series Classification

Multivariate Time Series Classification (MTSC) demands models that can effectively capture complex temporal patterns across multiple scales while remaining computationally efficient. However, existing approaches generally struggle to reconcile fine-grained representation learning, especially under class imbalance and r...

Ping-Ping Liu, Mu-Yao Wang, Zi-Jian Zhang et al. · Proceedings of the Thirty-Fi... · 0 citations

#artificial intelligence Preprint Sep 2026

BITS: Rethinking Fair and Comprehensive Evaluation for Irregular Time Series Forecasting

BITS, a standardized, reproducible, and extensible benchmark for advancing research on irregular time series forecasting, is proposed and it is found that method performance varies substantially across irregularity characteristics, with no single modeling strategy consistently dominating.

Kang-Jia Yan, Lin-Feng Wang, Tian Shen et al. · 0 citations