Xiaowen Cai

PhD student, Huazhong University of Science and Technology

Joined

April 2024

Names

Xiaowen Cai (Preferred)

Emails

****@hust.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Huazhong University of Science and Technology (hust.edu.cn)

2022 – Present

MS student

Huazhong Agricultural University (hzau.edu.cn)

2019 – 2022

Advisors, Relations & Conflicts

Coauthor

Daizong Liu

Present

PhD Advisor

Pan Zhou

2022 – Present

Expertise

MLLM

3D point cloud

adversarial attack

Present

Publications

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
- NeurIPS 2025 spotlight
- Readers: Everyone
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
- NeurIPS 2025 poster
- Readers: Everyone
Are Large Vision-Language Models Robust to Adversarial Visual Transformations?
Daizong Liu, Xiaowen Cai, Pan Zhou, Xiaoye Qu, Xiang Fang, Lichao Sun, Wei Hu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
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
- MM2024 Poster
- Readers: Everyone
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
- ACM Multimedia 2024
- Readers: Everyone
zkrpChain: Towards multi-party privacy-preserving data auditing for consortium blockchains based on zero-knowledge range proofs
Shiwei Xu, Xiaowen Cai, Yizhi Zhao, Zhengwei Ren, Le Du, Qin Wang, Jianying Zhou
- Future Gener. Comput. Syst. 2022
- Readers: Everyone
Post-quantum Key Escrow for Supervised Secret Data Sharing on Consortium Blockchain
Xiaowen Cai, Wenjing Cheng, Minghui Zhang, Chen Qian, Zhengwei Ren, Shiwei Xu, Jianying Zhou
- CSS 2021
- Readers: Everyone
Post-Quantum User Authentication and Key Exchange Based on Consortium Blockchain
Shiwei Xu, Ao Sun, Xiaowen Cai, Zhengwei Ren, Yizhi Zhao, Jianying Zhou
- ICPADS 2021
- Readers: Everyone
zkrpChain: Privacy-preserving Data Auditing for Consortium Blockchains Based on Zero-knowledge Range Proofs
Shiwei Xu, Xiaowen Cai, Yizhi Zhao, Zhengwei Ren, Lingjuan Wu, Huanguo Zhang, Le Du, Yan Tong
- TrustCom 2020
- Readers: Everyone

Co-Authors

View all 28 co-authors