Publications
2023
- Adaptive Cross-Modal Transferable Adversarial Attacks From Images to Videos.
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023. [code]
- Towards Transferable Adversarial Attacks on Image and Video Transformers.
Zhipeng Wei, Jingjing Chen, Micah Goldblum, Zuxuan Wu, Tom Goldstein, Yu-Gang Jiang, Larry S. Davis. IEEE Transactions on Image Processing, 2023. [code]
- GCMA: Generative Cross-Modal Transferable Adversarial Attacks from Images to Videos.
Kai Chen, Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang. ACM International Conference on Multimedia, 2023. [code]
- Enhancing the Self-Universality for Transferable Targeted Attacks.
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [code]
- Knowledge Driven Weights Estimation for Large-scale Few-shot Image Recognition.
Jingjing Chen, Linhai Zhuo, Zhipeng Wei, Hao Zhang, Huazhu Fu, Yu-Gang Jiang. Pattern Recognition, 2023.
- Downstream Task-agnostic Transferable Attacks on Language-Image Pre-training Models.
Yiqiang Lv, Jingjing Chen, Zhipeng Wei, Kai Chen, Zuxuan Wu, Yu-Gang Jiang. IEEE International Conference on Multimedia and Expo (ICME), 2023. [code]
2022
- Adaptive Temporal Grouping for Black-box Adversarial Attacks on Videos.
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Linxi Jiang, Yu-Gang Jiang. ACM International Conference on Multimedia Retrieval (ICMR), 2022.
- Cross-Modal Transferable Adversarial Attacks from Images to Videos.
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [code]
- Boosting the Transferability of Video Adversarial Examples via Temporal Translation.
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang. The 36th AAAI Conference on Artificial Intelligence (AAAI), 2022. [code]
- Towards Transferable Adversarial Attacks on Vision Transformers.
Zhipeng Wei, Jingjing Chen, Micah Goldblum, Zuxuan Wu, T. Goldstein, Yu-Gang Jiang. The 36th AAAI Conference on Artificial Intelligence (AAAI), 2022. [code]
- Attacking Video Recognition Models with Bullet-Screen Comments.
Kai Chen, Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang The 36th AAAI Conference on Artificial Intelligence (AAAI), 2022. [code]
2020
- Heuristic Black-Box Adversarial Attacks on Video Recognition Models.
Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, F. Zhou, Yu-Gang Jiang. The 36th AAAI Conference on Artificial Intelligence (AAAI), 2020. [code]
- Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network.
Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, C. Ngo, Tat-Seng Chua. The 36th AAAI Conference on Artificial Intelligence (AAAI), 2020. [code]
2019
