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cs.LG2025
Fre-CW: Targeted Attack on Time Series Forecasting using Frequency Domain Loss
Naifu Feng, Lixing Chen, Junhua Tang +3
Transformer-based models have made significant progress in time series forecasting. However, a key limitation of deep learning models is their susceptibility to adversarial attacks…
cs.LG2021
Automated Customization of On-Thing Inference for Quality-of-Experience Enhancement
Yang Bai, Lixing Chen, Shaolei Ren +1
The rapid uptake of intelligent applications is pushing deep learning (DL) capabilities to Internet-of-Things (IoT). Despite the emergence of new tools for embedding deep neural ne…