VisualTreeSearch: Understanding Web Agent Test-Time Scaling

Danqing Zhang, Yaoyao Qian, Shiying He, Yuanli Wang, Jingyi Ni, Junyu Cao

ECML-PKDD 2025 pp. 497-501

doi:10.1007/978-3-032-06129-4_38 /ecmlpkdd/2025/zhang2025ecmlpkdd-visualtreesearch/

Cite

Text

Zhang et al. "VisualTreeSearch: Understanding Web Agent Test-Time Scaling." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06129-4_38

Markdown

[Zhang et al. "VisualTreeSearch: Understanding Web Agent Test-Time Scaling." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/zhang2025ecmlpkdd-visualtreesearch/) doi:10.1007/978-3-032-06129-4_38

BibTeX

@inproceedings{zhang2025ecmlpkdd-visualtreesearch,
  title     = {{VisualTreeSearch: Understanding Web Agent Test-Time Scaling}},
  author    = {Zhang, Danqing and Qian, Yaoyao and He, Shiying and Wang, Yuanli and Ni, Jingyi and Cao, Junyu},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {497-501},
  doi       = {10.1007/978-3-032-06129-4_38},
  url       = {https://mlanthology.org/ecmlpkdd/2025/zhang2025ecmlpkdd-visualtreesearch/}
}