Xiaowen Cai

According to our database, Xiaowen Cai authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Are Large Vision-Language Models Robust to Adversarial Visual Transformations?

Daizong Liu, Xiaowen Cai, Pan Zhou, Xiaoye Qu, Lichao Sun, Wei Hu

IEEE Trans. Inf. Forensics Secur., 2026

Generating transferable attacks across large vision-language models using adversarial deformation learning.

Daizong Liu, Wangqin Liu, Xiaowen Cai, Pan Zhou, Runwei Guan, Xiaoye Qu, Bo Du

Pattern Recognit., 2026

2025

Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models.

Hai Yan, Haijian Ma, Xiaowen Cai, Daizong Liu, Zenghui Yuan, Xiaoye Qu, Jianfeng Dong, Runwei Guan, Xiang Fang, Hongyang He, Yulai Xie, Pan Zhou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models.

Xiaowen Cai, Daizong Liu, Xiaoye Qu, Xiang Fang, Jianfeng Dong, Keke Tang, Pan Zhou, Lichao Sun, Wei Hu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Exploring Disentangled Appearance-Motion Contexts for Temporal Activity Localization.

Huashuo Lei, Xiaowen Cai, Daizong Liu, Xiang Fang, Xiaoye Qu, Jianfeng Dong, Jixiang Yu, Keyan Jin

Proceedings of the International Joint Conference on Neural Networks, 2025

Imperceptible Transfer Attack on Large Vision-Language Models.

Xiaowen Cai, Daizong Liu, Runwei Guan, Pan Zhou

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation.

Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Frequency-Aware GAN for Imperceptible Transfer Attack on 3D Point Clouds.

Xiaowen Cai, Yunbo Tao, Daizong Liu, Pan Zhou, Xiaoye Qu, Jianfeng Dong, Keke Tang, Lichao Sun

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024