Haoyi Zhou
Beihang University(CN)
Publications by Year
Research Areas
Anomaly Detection Techniques and Applications, Time Series Analysis and Forecasting, Adversarial Robustness in Machine Learning, Topic Modeling, Advanced Neural Network Applications
Most-Cited Works
- → Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting(2021)5,543 cited
- → Expanding the prediction capacity in long sequence time-series forecasting(2023)93 cited
- → THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption(2022)73 cited
- → MTTrans: Cross-domain Object Detection with Mean Teacher Transformer(2022)46 cited
- → A lightweight multi-layer perceptron for efficient multivariate time series forecasting(2024)36 cited
- → Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning(2023)33 cited
- → CLDG: Contrastive Learning on Dynamic Graphs(2023)20 cited
- → Practical synthesis of quinolone drugs via a novel TsCl-mediated domino reaction sequence(2022)20 cited
- → Differentially-private Federated Neural Architecture Search(2020)20 cited