Haoyi Zhou

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 5.3K citations · Full text

Structured Prediction, Forecasting Methodology, Probabilistic Forecasting +15

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al. · arXiv (Cornell University) · 2020 · 460 citations · Full text

Structured Prediction, Forecasting Methodology, Engineering +16

Expanding the prediction capacity in long sequence time-series forecasting

Haoyi Zhou, Jianxin Li, Shanghang Zhang et al. · Artificial Intelligence · 2023 · 83 citations

Forecasting Methodology, Probabilistic Forecasting, Prediction Capacity +6

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Tianyu Chen, Hangbo Bao, Shaohan Huang et al. · Findings of the Association for Computational Linguistics: ACL 2022 · 2022 · 72 citations · Full text

A lightweight multi-layer perceptron for efficient multivariate time series forecasting

Zhenghong Wang, Sijie Ruan, Tianqiang Huang et al. · Knowledge-Based Systems · 2024 · 33 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9