Jinquan Ji

According to our database, Jinquan Ji authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

MLF-CAST: Multi-Loop Spatio-Temporal Fusion With Cross-Attention for Explainable Triple-Modal MCI-AD Classification.

Hongzhi Kuai, Yu Cao, Jinquan Ji, Shuqiang Wang, Jianzhuo Yan, Ning Zhong

IEEE Trans. Emerg. Top. Comput. Intell., June, 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

2025

TITD: enhancing optimized temporal position encoding with time intervals and temporal decay in irregular time series forecasting.

Jinquan Ji, Yu Cao, Yukun Ma, Jianzhuo Yan

Appl. Intell., April, 2025

2023

Enhancing Time Series Representation Learning with Spatiotemporal Dynamic Encoding.

Jinquan Ji, Jianzhuo Yan, Yu Cao

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023