Jinfeng Yi
Jingdong (China)(CN)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Face and Expression Recognition
Most-Cited Works
- → ZOO(2017)1,710 cited
- → Symmetric Cross Entropy for Robust Learning With Noisy Labels(2019)903 cited
- → EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples(2018)578 cited
- → Trustworthy AI: From Principles to Practices(2022)447 cited
- → AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks(2019)364 cited
- → Is Robustness the Cost of Accuracy? – A Comprehensive Study on the Robustness of 18 Deep Image Classification Models(2018)359 cited
- Improving Adversarial Robustness Requires Revisiting Misclassified Examples(2020)
- → Diverse Few-Shot Text Classification with Multiple Metrics(2018)230 cited
- → Evaluating the Robustness of Neural Networks: An Extreme Value Theory\n Approach(2018)185 cited
- → On the Convergence and Robustness of Adversarial Training(2021)182 cited