Li, Xiaoli

Time-Series Representation Learning via Temporal and Contextual Contrasting

Eldele, E., Ragab, M., Chen, Z., Wu, M., Kwoh, C. K., Li, X., & Guan, C. (2021) · Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence

Time Series Analysis and ForecastingDomain Adaptation and Few-Shot Learning

Cited by 696

Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data

Koutsoukas, A., Monaghan, K. J., Li, X., & Huan, J. (2017) · Journal of Cheminformatics

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 315

Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification

Eldele, E., Ragab, M., Chen, Z., Wu, M., Kwoh, C.-K., Li, X., & Guan, C. (2023) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Time Series Analysis and ForecastingDomain Adaptation and Few-Shot Learning

Cited by 224

Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

Wang, Y., Xu, Y., Yang, J., Wu, M., Li, X., Xie, L., & Chen, Z. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Time Series Analysis and ForecastingAdvanced Graph Neural Networks

Cited by 134

A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life

Xu, Q., Wu, M., Khoo, E., Chen, Z., & Li, X. (2023) · IEEE/CAA Journal of Automatica Sinica

Battery Modeling and ManagementAdvancements in Battery Materials

Cited by 119

Adversarial Multiple-Target Domain Adaptation for Fault Classification

Ragab, M., Chen, Z., Wu, M., Li, H., Kwoh, C.-K., Yan, R., & Li, X. (2021) · IEEE Transactions on Instrumentation and Measurement

Machine Fault Diagnosis TechniquesDomain Adaptation and Few-Shot Learning

Cited by 90

From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks

Geng, X., Wang, Z., Chen, C., Xu, Q., Xu, K., Jin, C., Gupta, M., Yang, X., Chen, Z., Sabry Aly, M. M., et al. (2025) · IEEE Transactions on Neural Networks and Learning Systems

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 26