Hanzhang Wang 王含章 | School of Computer Engineering and Science<br/>Shanghai University (上海大学)

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实验室持续探索视觉-语言理解中的各类前沿问题，风格自由平等、简单高效，提供充分的科研支持与资源。近期主要关注视觉语言模型的高效表征和安全问题，欢迎对学术有兴趣有想法、敢于探索尝试，或有较强代码能力的同学与我交流联系。
25年已无名额，26年预计有1个名额。如果的确对我的实验室非常感兴趣，请尽早联系，越早越好。
I am broadly interested in how humans/machines understand vision and language. My current work focuses on efficient representation and safety. I am always looking for motivated students who are curious about our research problems, have experience reproducing research papers, and can commit to projects for 6+ months.

2021.11 - Present Assistant Professor/讲师 　Shanghai University

2016.09 - 2021.09 Ph.D 　Tongji University

Vision-Language Understanding
- Captioning/Storytelling
- Unified Representation
- Safety

Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks.
Chongxin Li, Hanzhang Wang (Corr.), Yuchun Fang
EMNLP Findings. 2025.
Textural or Textual: How Vision-Language Models Read Text in Images.
Hanzhang Wang, Qingyuan Ma
ICML. 2025.
Exploring Intrinsic Dimension for Vision-Language Model Pruning.
Hanzhang Wang, Jiawen Zhang, and Qingyuan Ma
ICML. 2024.
Evolutionary Recurrent Neural Network for Image Captioning.
Hanzhang Wang, Hanli Wang, and Kaisheng Xu
Neurocomputing. 2020.
Swell-and-Shrink: Decomposing Image Captioning by Transformation and Summarization.
Hanzhang Wang, Hanli Wang, and Kaisheng Xu
IJCAI. 2019.
Categorizing concepts with basic level for vision-to-language.
Hanzhang Wang, Hanli Wang, and Kaisheng Xu
CVPR. 2018.