publications

2026

1. World-Model-Augmented Web Agents with Action Correction

   Zhouzhou Shen^*, Xueyu Hu^*, Xiyun Li, Tianqing Fang, Juncheng Li, and Shengyu Zhang

   arXiv, 2026

   arXiv Bib

   @article{shen2026worldmodel,
     title = {World-Model-Augmented Web Agents with Action Correction},
     author = {Shen, Zhouzhou and Hu, Xueyu and Li, Xiyun and Fang, Tianqing and Li, Juncheng and Zhang, Shengyu},
     journal = {arXiv},
     year = {2026},
     url = {https://arxiv.org/abs/2602.15384},
   }

2025

1. 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, and Fei Wu

   In ACL, 2025

   DOI Bib

   @inproceedings{li2025madakv,
     title = {{MadaKV}: Adaptive Modality-Perception {KV} Cache Eviction for Efficient Multimodal Long-Context Inference},
     author = {Li, Kunxi and Jiang, Zhonghua and Shen, Zhouzhou and Wang, Zhaode and Lv, Chengfei and Zhang, Shengyu and Wu, Fan and Wu, Fei},
     booktitle = {ACL},
     year = {2025},
     doi = {10.18653/v1/2025.acl-long.652},
     url = {https://doi.org/10.18653/v1/2025.acl-long.652},
   }