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Welcome to my (Chaochuan Hou, 侯朝川 for Chinese) profile:

I am a fourth-year PhD student (a 5-year program) at Shanghai University of Finance and Economics. I work with my supervisors, Songqiao Han and Hailiang Huang, as well as my senior fellow, Minqi Jiang in SUFE AI Lab. My research focuses on anomaly detection and time series analysis, including time series anomaly detection, time series forecasting, LLM for time series, and time series foundational models.

Title Research Direction Conference/Journal Paper Code
ADGym: Design Choices for Deep Anomaly Detection Anomaly Detection NeurIPS 2023 📄 💻
Weakly Supervised Anomaly Detection: A Survey Anomaly Detection Arxiv 📄 💻
TSGym: Design Choices for Deep Multivariate Time-Series Forecasting Time Series Forecasting Arxiv 📄 💻

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