Wenjie Xi

According to our database, Wenjie Xi authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Value and shape-aware transformer with prior-enhanced self-attention for multivariate time series classification.

Wenjie Xi, Rundong Zuo, Alejandro Álvarez, Jie Zhang, Jessica Lin

Data Min. Knowl. Discov., July, 2026

2025

RandomAD: A Random Kernel-Based Anomaly Detector for Time Series.

Wenjie Xi, Jessica Lin

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2024

Randomnet: clustering time series using untrained deep neural networks.

Xiaosheng Li, Wenjie Xi, Jessica Lin

Data Min. Knowl. Discov., November, 2024

VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification.

Wenjie Xi, Rundong Zuo, Alejandro Álvarez, Jie Zhang, Byron Choi, Jessica Lin

CoRR, 2024

Efficient and Accurate Similarity-Aware Graph Neural Network for Semi-supervised Time Series Classification.

Wenjie Xi, Arnav Jain, Li Zhang, Jessica Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023

LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification.

Wenjie Xi, Arnav Jain, Li Zhang, Jessica Lin

CoRR, 2023