default author photo

Longyue Cui

Ocean University of China

5 Yushan Road

Qingdao, 266003

China

  • Ocean University of China

SCHOLARLY PAPERS

2

DOWNLOADS

82

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Semi-Supervised Multivariate Time Series Classification Via Adaptive Segmentation and Intra-Class Heterogeneity-Resilient Contrastive Learning

Number of pages: 32 Posted: 14 Jul 2025
Longyue Cui, Peilan He, Yidan Sun, Junyu Dong, Siew-Kei Lam, Xiangyu Liu, Zengfeng Zhang and Guiyuan Jiang
Ocean University of China, Ocean University of China, Imperial College London, Ocean University of China, affiliation not provided to SSRN, Ocean University of China, Ocean University of China and Ocean University of China
Downloads 45 (1,133,231)

Abstract:

Loading...

Multivariate time series classification, Intra-class heterogeneity, Adaptive Segmentation, Semi-supervised contrastive learning

2.

Vetranet: Hydro-Aware Dual-Branch Transformer for Vessel Trajectory Forecasting

Number of pages: 35 Posted: 23 May 2025
Zewei Zhang, Peilan He, Longyue Cui, Yanwei Yu, Qian Sun, Junyu Dong and Guiyuan Jiang
Ocean University of China, Ocean University of China, Ocean University of China, Ocean University of China, Nanjing University of Information Science and Technology, Ocean University of China and Ocean University of China
Downloads 37 (1,236,159)

Abstract:

Loading...

Vessel Trajectory Prediction, Hydrological Factors, Differential Representation, Horizon-Aware Context Encoding, Multi-Horizon Prediction