Jindong Gu
University of Oxford(GB)Science Oxford(GB)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling
Most-Cited Works
- → Understanding Individual Decisions of CNNs via Contrastive Backpropagation(2019)94 cited
- → Improving the Robustness of Capsule Networks to Image Affine Transformations(2020)67 cited
- → A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models(2023)63 cited
- → FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning(2024)55 cited
- → Backdoor Defense via Adaptively Splitting Poisoned Dataset(2023)52 cited
- → SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness(2022)51 cited
- → Are Vision Transformers Robust to Patch Perturbations?(2022)49 cited
- → Capsule Network is Not More Robust than Convolutional Network(2021)40 cited
- → FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation(2023)31 cited
- → Interpretable Graph Capsule Networks for Object Recognition(2021)30 cited