chenghao liu

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authored 7 papers over 1 year ago

Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain

Paper • 2310.05063 • Published Oct 8, 2023 • 2

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts

Paper • 2312.07035 • Published Dec 12, 2023 • 2

CompeteSMoE -- Effective Training of Sparse Mixture of Experts via Competition

Paper • 2402.02526 • Published Feb 4, 2024 • 3

ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Paper • 2202.01381 • Published Feb 3, 2022

VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters

Paper • 2408.17253 • Published Aug 30, 2024 • 39

Unified Training of Universal Time Series Forecasting Transformers

Paper • 2402.02592 • Published Feb 4, 2024 • 8

Learning Deep Time-index Models for Time Series Forecasting

Paper • 2207.06046 • Published Jul 13, 2022