1 code implementation • 15 Mar 2024 • Xinli Hao, Yile Chen, Chen Yang, Zhihui Du, Chaohong Ma, Chao Wu, Xiaofeng Meng
However, existing time series anomaly detection methods fall short in tackling the unique characteristics of astronomical observations where each star is inherently independent but interfered by random concurrent noise, resulting in a high rate of false alarms.
no code implementations • 29 Jan 2024 • Junxu Liu, Jian Lou, Li Xiong, Jinfei Liu, Xiaofeng Meng
Federated learning enhanced by differential privacy has emerged as a popular approach to better safeguard the privacy of client-side data by protecting clients' contributions during the training process.
2 code implementations • VLDB 2022 2021 • Junxu Liu, Li Xiong, Jinfei Liu, Xiaofeng Meng
The challenge is how to use such information without biasing the joint model.
no code implementations • WS 2018 • Qiuyue Wang, Xiaofeng Meng
Automatic recognition of biomedical entities in text is the crucial initial step in biomedical text mining.