🤵🏻 About me

I am a Master’s student at Zhejiang University, advised by Prof. Shengyu Zhang, and currently a Technical Staff Intern at InfiX.ai. I am interested in the following topics:

• Model Merging
• KV Cache Optimization
• Knowledge Transfer

📝 Publications

• [ACL, Main 2025] MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference

  Kunxi Li, Zhonghua Jiang, Zhouzhou Shen, Zhaode Wang, Chengfei Lv, Shengyu Zhang, Fan Wu, Fei Wu.

• [AAAI 2025] MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities

  Kunxi Li, Tianyu Zhan, Kairui Fu, Shengyu Zhang, Kun Kuang, Jiwei Li, Zhou Zhao, Fan Wu, Fei Wu.

• [ICMR Workshop 2025] HyperCAT: Dynamic Hypernetwork-Driven Parameter Compression for Edge-Compatible LLM Fine-Tuning

  Kunxi Li, Zhouzhou Shen, Wenyan Fan, Shengyu Zhang.

💬 Invited Reviewers

Reviewer for AAAI 2026, ACM MM Asia 2025, ACM MM 2025.