Wang, Haotao
- Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
2023/04/06 by Haotao Wang, Ziyu Jiang, Wang, Haotao +8 · 20 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Model Compression with Adversarial Robustness: A Unified Optimization\n Framework
2019/02/09 by Shupeng Gui, Haotao Wang, Gui, Shupeng +9 · 13 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free
2020/10/22 by Haotao Wang, Wang, Haotao, Tianlong Chen +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition
2022/07/04 by Wang, Haotao, Zhang, Aston, Zhu, Yi +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Taxonomy of Machine Learning Safety: A Survey and Primer
2021/06/09 by Sina Mohseni, Haotao Wang, Mohseni, Sina +9 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- AugMax: Adversarial Composition of Random Augmentations for Robust Training
2021/10/26 by Wang, Haotao, Xiao, Chaowei, Kossaifi, Jean +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
2022/10/12 by Haotao Wang, Wang, Haotao, Junyuan Hong +6 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Anomaly Detection Techniques and Applications
- Removing Batch Normalization Boosts Adversarial Training
2022/07/04 by Haotao Wang, Aston Zhang, Wang, Haotao +9 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts
2022/07/04 by Haotao Wang, Wang, Haotao, Junyuan Hong +5 · 2 citations
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks
2020/06/15 by Yonggan Fu, Wuyang Chen, Fu, Yonggan +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference
2020/02/24 by Ting-Kuei Hu, Hu, Ting-Kuei, Tianlong Chen +5 · 4 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework
2020/08/25 by Wang, Haotao, Gui, Shupeng, Yang, Haichuan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Troubleshooting Blind Image Quality Models in the Wild
2021/05/14 by Wang, Zhihua, Wang, Haotao, Chen, Tianlong +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
2021/06/18 by Junyuan Hong, Haotao Wang, Hong, Junyuan +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning