I’m a 3rd-year direct Ph.D. student of artificial intelligence at Xi’an Jiaotong University, advised by Prof. Badong Chen. I am currently serving as a visiting student at the MiLab at Westlake University, advised by Prof. Donglin Wang. Previously, I obtained my bachelor’s degree from School of autamation in Chongqing University in 2022.

🔭 My research interests lie in generalization in computer vision and vision-language models. I’m also currently learning robotics, including generalization in robot learning, vision language action models, and 3D techniques.

✉️ Welcome to contact me for any discussion and cooperation!

💻 I am actively seeking academic exchange opportunities for Fall 2025, particularly through the CSC program or other joint Ph.D. programs. I would greatly appreciate it if you could inform me of any opportunities that may align with my interests.

🔥 News

• [2024/07]: One paper (SPG) on VLM-based domain generalization got accepted by ECCV 2024.
• [2024/05]: One paper (JRNGC) on causal discovery got accepted by ICML 2024.
• [2023/12]: One paper (PDA) on VLM-based unsupervised domain adaptation got accepted by AAAI 2024, and one Paper on cross-domain few-shot classification got accepted by ICASSP 2024.

📝 Publications

PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization

Haoran Zhang*, Shuanghao Bai*, Wanqi Zhou, Jingwen Fu, Badong Chen

arXiv 2024

arXiv | Code

Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective

Wanqi Zhou*, Shuanghao Bai*, Qibin Zhao, Badong Chen

arXiv 2024

arXiv | Code

Soft Prompt Generation for Domain Generalization

Shuanghao Bai*, Yuedi Zhang*, Wanqi Zhou, Yicong He, Zhirong Luan, Badong Chen

ECCV 2024

arXiv | Code | Chinese Intro

An Information-Theoretic Approach for Heterogeneous Differentiable Causal Discovery

Wanqi Zhou, Shuanghao Bai, Qibin Zhao, Badong Chen

SSRN 2024

SSRN

Jacobian Regularizer-based Neural Granger Causality

Wanqi Zhou, Shuanghao Bai, Shujian Yu, Qibin Zhao, Badong Chen

ICML 2024

Paper | arXiv | Code

Prompt-based Distribution Alignment for Unsupervised Domain Adaptation

Shuanghao Bai, Min Zhang, Wanqi Zhou, Siteng Huang, Zhirong Luan, Donglin Wang, Badong Chen

AAAI 2024

Paper | arXiv | Code |

Improving Cross-domain Few-shot Classification with Multilayer Perceptron

Shuanghao Bai, Wanqi Zhou, Zhirong Luan, Donglin Wang, Badong Chen

ICASSP 2024

Paper | arXiv | Code

* denotes equal contribution.

🏅 Honors and Awards

• Outstanding Undergraduate Thesis of College of Automation, Chongqing University, 2022
• National Scholarship, 2021, 2019
• Outstanding Student of Chongqing University, 2019