2025
ACbot: an IIoT platform for industrial robots.
Frontiers Comput. Sci., April, 2025

RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated Data.
CoRR, March, 2025

2024
ISM: intra-class similarity mixing for time series augmentation.
Frontiers Comput. Sci., December, 2024

SimMix: Local similarity-aware data augmentation for time series.
Expert Syst. Appl., 2024

RobotDiffuse: Motion Planning for Redundant Manipulator based on Diffusion Model.
CoRR, 2024

CutAddPaste: Time Series Anomaly Detection by Exploiting Abnormal Knowledge.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Deep Contrastive One-Class Time Series Anomaly Detection.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Deep Autoencoding One-Class time Series Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Non-salient region erasure for time series augmentation.
Frontiers Comput. Sci., 2022

2021
CSMOTE: Contrastive Synthetic Minority Oversampling for Imbalanced Time Series Classification.
Proceedings of the Neural Information Processing - 28th International Conference, 2021