Shanghang Zhang

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

Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans

Xuehai He, Xingyi Yang, Shanghang Zhang et al. · 2020 · 449 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +25

Adversarial Multiple Source Domain Adaptation

Han Zhao, Shanghang Zhang, Guanhang Wu et al. · Neural Information Processing Systems · 2018 · 333 citations

Artificial Intelligence, Natural Language Processing, Approach Domain Adaptation +13

Topology Adaptive Graph Convolutional Networks

Jian Du, Shanghang Zhang, Guanhang Wu et al. · ArXiv.org · 2017 · 230 citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Representation Learning +16