Li Zhang

According to our database, Li Zhang authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

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

COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification.

Jesus Barreda, Ashley Gomez, Ruben Puga, Kaixiong Zhou, Li Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 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

PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series.

Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series.

Li Zhang, Nital Patel, Xiuqi Li, Jessica Lin

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Robust Time Series Chain Discovery with Incremental Nearest Neighbors.

Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin

Proceedings of the IEEE International Conference on Data Mining, 2022

2020

Semantic Discord: Finding Unusual Local Patterns for Time Series.

Li Zhang, Yifeng Gao, Jessica Lin

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

2018

On nonparametric estimation of the latent distribution for ordinal data.

Sujit K. Ghosh, Christopher B. Burns, Daniel L. Prager, Li Zhang, Glenn Hui

Comput. Stat. Data Anal., 2018

Early Identification of At-Risk Students Using Iterative Logistic Regression.

Li Zhang, Huzefa Rangwala

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018