Yang He
Agency for Science, Technology and Research(SG)
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Recommender Systems and Techniques, Video Surveillance and Tracking Methods
Most-Cited Works
- → Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration(2019)1,219 cited
- → Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks(2018)975 cited
- → Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration(2020)253 cited
- → Structured Pruning for Deep Convolutional Neural Networks: A Survey(2023)249 cited
- → Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks(2019)186 cited
- → Generating Adversarial Examples Against Machine Learning-Based Intrusion Detector in Industrial Control Systems(2020)74 cited
- → Progressive Local Filter Pruning for Image Retrieval Acceleration(2023)67 cited
- → Filter Pruning by Switching to Neighboring CNNs With Good Attributes(2022)61 cited
- → Loss-attentional physics-informed neural networks(2024)59 cited