Search Results for author: Zongyuan Huang

Found 2 papers, 2 papers with code

Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network

1 code implementation12 Jun 2022 Zongyuan Huang, Shengyuan Xu, Menghan Wang, Hansi Wu, Yanyan Xu, Yaohui Jin

Next location prediction is one decisive task in individual human mobility modeling and is usually viewed as sequence modeling, solved with Markov or RNN-based methods.

Multi-Task Learning

Enhancing Unsupervised Anomaly Detection with Score-Guided Network

2 code implementations10 Sep 2021 Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin

Anomaly detection plays a crucial role in various real-world applications, including healthcare and finance systems.

Unsupervised Anomaly Detection

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