Hanyin Cheng

CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter

STAR: Boosting Time Series Foundation Models for Anomaly Detection Through State-aware Adapter

Unlocking the Power of Mixture-of-Experts for Task-Aware Time Series Analytics

ASTGI: Adaptive Spatio-Temporal Graph Interactions for Irregular Multivariate Time Series Forecasting

Multi-Scale Spatial-Temporal Hypergraph Network with Lead-Lag Structures for Stock Time Series Forecasting

Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective

DBLoss: Decomposition-based Loss Function for Time Series Forecasting

FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting