Chunyi Hou

According to our database, Chunyi Hou authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Graph-patchformer: Patch interaction transformer with adaptive graph learning for multivariate time series forecasting.

Chunyi Hou, Yongchuan Yu, Jinquan Ji, Siyao Zhang, Xumeng Shen, Jianzhuo Yan

Neural Networks, 2026

Fine-grained dynamic graph learning for irregular multivariate time series.

Jinquan Ji, Chunyi Hou, Yu Cao, Yukun Ma, Jianzhuo Yan

Inf. Process. Manag., 2026

TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding.

Kuiye Ding, Fanda Fan, Chunyi Hou, Zheya Wang, Lei Wang, Zhengxin Yang, Jianfeng Zhan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Water Level Prediction at Cascade Pump Stations Based on Multi-Scale Augmented Temporal Decomposition Network.

Xumeng Shen, Yongchuan Yu, Jianzhuo Yan, Chunyi Hou, Siyao Zhang

Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024