Zhanxing Zhu
Shenzhen Bay Laboratory(CN)University of Southampton(GB)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Stochastic Gradient Optimization Techniques, Anomaly Detection Techniques and Applications
Most-Cited Works
- Neural Information Processing Systems (NIPS)(2015)
- → Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting(2021)811 cited
- → Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes(2020)242 cited
- → Reinforced Continual Learning(2018)152 cited
- → Yet Another Text Captcha Solver(2018)133 cited
- → Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes(2017)125 cited
- → Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix(2017)102 cited