Li Zhang

16 papers A* 1A 4C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series.
CoRR
Li Zhang, Nital Patel, Xiuqi Li, Jessica Lin
2025 C conf
Gradient-based Model Shortcut Detection for Time Series Classification.
ICMLA
Salomon Ibarra, Frida Cantu, Kaixiong Zhou, Li Zhang
2025 J jnl
Gradient-based Model Shortcut Detection for Time Series Classification.
CoRR
Salomon Ibarra, Frida Cantu, Kaixiong Zhou, Li Zhang
2024 A conf
COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification.
CIKM
Jesus Barreda, Ashley Gomez, Ruben Puga, Kaixiong Zhou, Li Zhang
2024 J jnl
COSCO: A Sharpness-Aware Training Framework for Few-shot Multivariate Time Series Classification.
CoRR
Jesus Barreda, Ashley Gomez, Ruben Puga, Kaixiong Zhou, Li Zhang
2024 — conf
Efficient and Accurate Similarity-Aware Graph Neural Network for Semi-supervised Time Series Classification.
PAKDD (6)
Wenjie Xi, Arnav Jain, Li Zhang, Jessica Lin
2023 J jnl
LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification.
CoRR
Wenjie Xi, Arnav Jain, Li Zhang, Jessica Lin
2023 A conf
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series.
SDM
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
2023 J jnl
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series.
CoRR
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
2022 A conf
Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series.
SDM
Li Zhang, Nital Patel, Xiuqi Li, Jessica Lin
2022 A* conf
Robust Time Series Chain Discovery with Incremental Nearest Neighbors.
ICDM
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
2022 J jnl
Robust Time Series Chain Discovery with Incremental Nearest Neighbors.
CoRR
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
2020 A conf
Semantic Discord: Finding Unusual Local Patterns for Time Series.
SDM
Li Zhang, Yifeng Gao, Jessica Lin
2020 J jnl
Semantic Discord: Finding Unusual Local Patterns for Time Series.
CoRR
Li Zhang, Yifeng Gao, Jessica Lin
2018 — conf
Early Identification of At-Risk Students Using Iterative Logistic Regression.
AIED (1)
Li Zhang, Huzefa Rangwala
2018 J jnl
On nonparametric estimation of the latent distribution for ordinal data.
Comput. Stat. Data Anal.
Sujit K. Ghosh, Christopher B. Burns, Daniel L. Prager, Li Zhang, Glenn Hui