Haotao Wang
The University of Texas at Austin(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Privacy-Preserving Technologies in Data, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → GAN Slimming: All-in-One GAN Compression by a Unified Optimization Framework(2020)72 cited
- → AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks(2020)48 cited
- → Model Compression with Adversarial Robustness: A Unified Optimization\n Framework(2019)47 cited
- → Taxonomy of Machine Learning Safety: A Survey and Primer(2022)42 cited
- → Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference(2020)35 cited
- → AugMax: Adversarial Composition of Random Augmentations for Robust\n Training(2021)35 cited
- → Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning(2023)23 cited
- → Troubleshooting Blind Image Quality Models in the Wild(2021)22 cited