LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification. - Wenjie Xi; Arnav Jain; Li Zhang 074; Jessica Lin 001 (CoRR, 2023)

Efficient and Accurate Similarity-Aware Graph Neural Network for Semi-supervised Time Series Classification. - Wenjie Xi; Arnav Jain; Li Zhang 074; Jessica Lin 001 (PAKDD (6), 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)

Randomnet: clustering time series using untrained deep neural networks. - Xiaosheng Li; Wenjie Xi; Jessica Lin 001 (Data Min. Knowl. Discov., 2024)