I’m Junxian Wu, a master’s student at the Zhejiang University. I graduated from Chu Kochen Honors College, Zhejiang University with a bachelor’s degree.

My research interests include multimodal representation learning, music generation, and multimodal generative modeling.

🔥 News

• 2026.07:  🎉🎉 A paper is accepted by ACMMM 2026.
• 2026.05:  🎉🎉 A paper is accepted by ICML 2026.
• 2026.02:  🎉🎉 A paper is accepted by CVPR 2026.
• 2025.07:  🎉🎉 A papers are accepted by ACMMM 2025.
• 2024.12:  🎉🎉 A paper is accepted by AAAI 2025.

📝 Publications

ACMMM2026

MOON3.0: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding

Junxian Wu, Chenghan Fu, Zhanheng Nie, Daoze Zhang, Bowen Wan, Wanxian Guan, Chuan Yu, Jian Xu, Bo Zheng

Proceedings of the 34th ACM International Conference on Multimedia (ACMMM 2026)

Project

Github Code

ICML2026

IVQ: Structured and Lightweight Vector Quantization via Binary Hierarchical Composition Inspired by IChing

Heda Zuo, Junxian Wu, Fengjie Lu, Pei Chen, Lingyun Sun, Weitao You

International Conference on Machine Learning (ICML 2026)

Project

Github Code

CVPR2026

MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding

Zhanheng Nie, Chenghan Fu, Daoze Zhang, Junxian Wu, Wanxian Guan, Pengjie Wang, Jian Xu, Bo Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

Project

Github Code

ACMMM2025

Controllable Video-to-Music Generation with Multiple Time-Varying Conditions

Junxian Wu, Weitao You, Heda Zuo, Dengming Zhang, Pei Chen, Lingyun Sun

Proceedings of the 33rd ACM International Conference on Multimedia (ACMMM 2025)

Project

Github Code

ACMMM2025

Spatial-Temporal Decomposition and Alignment in Controllable Video-to-Music Generation

Weitao You, Heda Zuo, Junxian Wu, Dengming Zhang, Zhibin Zhou, Lingyun Sun

Proceedings of the 33rd ACM International Conference on Multimedia (ACMMM 2025)

AAAI2025

GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions

Heda Zuo, Weitao You, Junxian Wu, Shihong Ren, Pei Chen, Mingxu Zhou, Yujia Lu, Lingyun Sun

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2025

Project

Github Code

🎖 Honors and Awards

• 2021.11, Zhejiang University Scholarship - Second Prize
• 2023.11, Scholarship for Leading Achievements
• 2024.06, Excellent Undergraduate Graduate

📖 Educations

• 2024.0 - now, Master, Zhejiang University, Hangzhou.
• 2020.09 - 2024.06, Undergraduate, Zhejiang University, Hangzhou.

💻 Internships

• 2025.09 - now, Taobao and Tmall Group, China.
• 2023.07 - 2023.07, International Design Institute of Zhejiang University, China.