Early Identification of At-Risk Students Using Iterative Logistic Regression. - Li Zhang 074; Huzefa Rangwala (AIED (1), 2018)

On nonparametric estimation of the latent distribution for ordinal data. - Sujit K. Ghosh; Christopher B. Burns; Daniel L. Prager; Li Zhang 074; Glenn Hui (Comput. Stat. Data Anal., 2018)

Semantic Discord: Finding Unusual Local Patterns for Time Series. - Li Zhang 074; Yifeng Gao; Jessica Lin 001 (SDM, 2020)

Robust Time Series Chain Discovery with Incremental Nearest Neighbors. - Li Zhang 074; Yan Zhu; Yifeng Gao; Jessica Lin 001 (ICDM, 2022)

Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series. - Li Zhang 074; Nital Patel; Xiuqi Li; Jessica Lin 001 (SDM, 2022)

PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series. - Li Zhang 074; Jiahao Ding; Yifeng Gao; Jessica Lin 001 (SDM, 2023)

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)

COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification. - Jesus Barreda; Ashley Gomez; Ruben Puga; Kaixiong Zhou; Li Zhang 074 (CIKM, 2024)

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)