I am a 2025 M.S. student at the Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, advised by Prof. Dayan Wu.

My research interests include multimodal content understanding, multimodal representation learning, and efficient vision-language reasoning.

Feel free to contact me at: liuxinze@iie.ac.cn.

🔥 News

• 2025.11:  🎉🎉 One paper was accepted by AAAI 2026.

📝 Publications

preprint

Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token

Xinze Liu, Ding Wang, Dayan Wu, Hengjie Zhu, Peng Fu, Zheng Lin, Weiping Wang

AAAI 2026

Discretization Is Not Always Better: Rethinking Deep Quantization for Asymmetric Image Retrieval

Xinze Liu, Dayan Wu, Hengjie Zhu, Chenming Wu, Pengwen Dai

🎖 Honors and Awards

💻 Internships

📖 Educations

• 2025.09 - 2028.06, M.S., Institute of Information Engineering, Chinese Academy of Sciences, and School of Cyber Security, University of Chinese Academy of Sciences
• 2020.09 - 2024.06, B.S., School of Computer and Information Engineering, Chuzhou University