Chenhan Zhang
University of Technology Sydney(AU)Fudan University(CN)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Traffic Prediction and Management Techniques, Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting(2019)179 cited
- → FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting(2021)176 cited
- → Challenges and future directions of secure federated learning: a survey(2021)115 cited
- → FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning(2020)44 cited
- → A Communication-Efficient Federated Learning Scheme for IoT-Based Traffic Forecasting(2021)43 cited
- → Generative Adversarial Networks: A Survey on Attack and Defense Perspective(2023)40 cited
- → Shikonin reduces tamoxifen resistance through long non-coding RNA uc.57(2017)39 cited
- → Long-term Origin-Destination Demand Prediction with Graph Deep Learning(2021)36 cited
- → Toward Crowdsourced Transportation Mode Identification: A Semisupervised Federated Learning Approach(2021)31 cited
- → Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel(2021)24 cited