Paola Cascante-Bonilla
Stony Brook University CS · Assistant Professor
Research focus: trustworthy machine learning · computer vision · vision-language models · multimodal learning
手动审核申请准备：构建以 trustworthy machine learning、computer vision、vision-language models、multimodal learning 及数据高效/ai 的视觉图表为拟合的 rag 图，并提及一个近期论文或项目，以及您可在第一学期启动的一个具体扩展。
Who this advisor fits / 什么情况下适合你
- Good new-lab fit for applicants who can propose concrete VLM/trustworthy-vision experiments; ask current students about advising structure and first-cohort milestones.
- 对于具备提出具体视觉语言模型（VLM）或可信视觉实验的申请人，请询问当前学生关于指导结构与第一轮 cohorts 里程碑的情况。
What to watch for / 什么情况下要慎重
- You need strong placement evidence, but public signals for this PI are still thin.
- 你需要强证据的毕业去向分布，而这位 PI 目前公开信号仍较薄。
Public evidence as of 2026-06-10
These are decision-support signals compiled from public evidence (faculty pages, publications, lab sites) to help you ask better questions — not a ranking, rating, or allegation about this advisor. / 以上为基于公开信息整理的择校参考，帮助你提出更好的问题，并非排名、评分或对该导师的指控。
Ask a verified 学长学姐 / 同校 .edu 认证点评
The thing applicants say only 师兄师姐 can tell you — current & former students of this lab, verified by their school .edu. Open the full dossier to read or add a verified note.