Search Results for author: Yifan Bao

Found 5 papers, 2 papers with code

Towards Controllable Time Series Generation

no code implementations6 Mar 2024 Yifan Bao, Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang

This underscores its adeptness in seamlessly integrating latent features with external conditions.

Time Series Time Series Generation

TSGBench: Time Series Generation Benchmark

1 code implementation7 Sep 2023 Yihao Ang, Qiang Huang, Yifan Bao, Anthony K. H. Tung, Zhiyong Huang

Synthetic Time Series Generation (TSG) is crucial in a range of applications, including data augmentation, anomaly detection, and privacy preservation.

Anomaly Detection Data Augmentation +3

Privacy Threats Analysis to Secure Federated Learning

no code implementations24 Jun 2021 Yuchen Li, Yifan Bao, Liyao Xiang, Junhan Liu, Cen Chen, Li Wang, Xinbing Wang

Federated learning is emerging as a machine learning technique that trains a model across multiple decentralized parties.

BIG-bench Machine Learning Federated Learning +1

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