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Zhenpeng Yu

2 accepted papers

2025

LagTS: Toward Adaptive Lag Relationship Modeling for Multivariate Time Series Forecasting

ICASSP 2025accepted

Multivariate time series forecasting has become increasingly crucial in fields such as energy and transportation. Recent research has focused on local lag relationships across variates, yielding impressive results. However, these methods typically require pre-calculating lag indicators and steps bet…

Cited by 0SourceScholar
2024

HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation

AAAI 2024technical

Gas usage estimation plays a critical role in various aspects of the power generation and delivery business, including budgeting, resource planning, and environmental preservation. Federated Learning (FL) has demonstrated its potential in enhancing the accuracy and reliability of gas usage estimatio…

Cited by 9SourcePDFScholar