activity
20202026
most citedA Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction

73 citations · 186 across the 19 of their papers we have counts for

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Showing 2025 · cs.LGShow all

2 papers · 2 filters

cs.LG2025★ 2 cited

Learning More with Less: A Generalizable, Self-Supervised Framework for Privacy-Preserving Capacity Estimation with EV Charging Data

Anushiya Arunan, Yan Qin, Xiaoli Li +3

Accurate battery capacity estimation is key to alleviating consumer concerns about battery performance and reliability of electric vehicles (EVs). However, practical data limitatio…

cs.LG2025★ 8 cited

Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments

Anushiya Arunan, Yan Qin, Xiaoli Li +1

Classification of multi-dimensional time series from real-world systems require fine-grained learning of complex features such as cross-dimensional dependencies and intra-class var…