🧑 About Me
I am a third-year undergraduate student at Tongji University, affiliated with the School of Ocean and Earth Science and the School of Computer Science and Technology. I major in Marine Technology with a minor in Computer Science and Technology.
My research interests lie in multimodal learning, visual generation, and efficient learning for large-scale models. If you are seeking any form of academic collaboration, please feel free to contact me via email at jingyi_liu@tongji.edu.cn.
Open-source projects can be found on my GitHub, and a full list of my publications is available on Google Scholar.
In my spare time, I enjoy swimming and photography. I also occasionally share my thoughts on Zhihu.
📢 I am currently applying for recommended postgraduate programs. I am open to research opportunities and collaborations in related areas.
🔥 News
- [05/2026] 🎉 One paper gets accepted by ICML 2026.
- [02/2026] 🎉 One paper gets accepted by CVPR 2026.
- [01/2026] 🎉 One paper gets accepted by ICASSP 2026 (Oral).
- [11/2025] 🏆 Awarded Fan Linhu Petroleum Scholarship.
- [10/2025] 🏆 Awarded National Scholarship.
- [10/2025] I will serve as a reviewer for CVPR 2026.
- [09/2025] I will serve as a reviewer for ICASSP 2026.
- [07/2025] I will serve as a reviewer for AAAI 2026.
📝 Publications

Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis
Yu Zhang, Jingyi Liu†, Feng Liu, Duoqian Miao*, Qi Zhang, Kexue Fu, Changwei Wang, Longbing Cao
† Project Lead, * Corresponding Author
Forty-Third International Conference on Machine Learning (ICML), 2026. (CCF-A)
📄 Paper

Markovian Scale Prediction: A New Era of Visual Autoregressive Generation
Yu Zhang, Jingyi Liu†, Yiwei Shi, Qi Zhang, Duoqian Miao*, Changwei Wang, Longbing Cao
† Project Lead, * Corresponding Author
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026(CVPR), 2026. (CCF-A)

Enhancing Quantization for Visual AutoRegressive Generation via Uncertainty Identification
Jingyi Liu, Guangyao Xiong, Shuxia Ren†, Ruoyang Gao, Linkun Yu, Kexue Fu
† Corresponding Author
2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026 (Oral).
🎖 Honors and Awards
- National Scholarship in 2025
- Fan Linhu Petroleum Scholarship in 2025 (Top 2%)
- Tongji University Geophysics Scholarship in 2024 (Top 5%)
- First Prize, National Finals of Global Campus AI Algorithm Competition in 2024
- Second Prize, National AI Application Innovation Challenge in 2024
- Second Prize, 15th National College Mathematics Competition in 2023
📖 Educations
- 2023.09 - Now, Undergraduate, School of Ocean and Earth Science, Tongji Univeristy, Shanghai.
💻 Internships
- 2025.07 - 2025.10, YITU, Shanghai.