Kangkang Lu
Agency for Science, Technology and Research(SG)Institute for Infocomm Research(SG)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Remote-Sensing Image Classification
Most-Cited Works
- → Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark(2018)94 cited
- → SemiCurv: Semi-Supervised Curvilinear Structure Segmentation(2022)21 cited
- → Dual-Resolution U-Net: Building Extraction from Aerial Images(2018)20 cited
- → Semi-Supervised Audio Classification with Consistency-Based Regularization(2019)18 cited
- → Revisiting pretraining for semi-supervised learning in the low-label regime(2023)12 cited
- → A Survey and Evaluation of Adversarial Attacks in Object Detection(2025)11 cited
- → A Survey and Evaluation of Adversarial Attacks for Object Detection(2024)2 cited
- → A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition(2021)2 cited
- → Diverse and consistent multi-view networks for semi-supervised regression(2023)1 cited
- → On Adversarial Robustness of Audio Classifiers(2023)