Cyrus Shahabi
USC — Thomas Lord Department of Computer Science (Viterbi) · Professor
Research focus: spatial / geospatial machine learning · spatio-temporal deep learning (traffic / mobility) · spatial data management + ML · spatial reasoning
手动审核申请准备：构建基于空间/时空数据管理的适配方案，涵盖地理空间分析、交通/移动分析以及位置感知系统；请提及本学期可启动的一项近期论文或项目，并说明一项可立即实施的扩展。
Who this advisor fits / 什么情况下适合你
- You care about faculty-track outcomes; public alumni rows include verifiable faculty placements.
- Industry research or startup/translation paths appeal to you (meaningful share in public outcomes).
- Best for applicants interested in spatial/spatiotemporal data systems plus ML who want a visible mix of industry research and academic placement outcomes.
- 你在意学术教职/教职轨去向，公开校友里有可核对的教职案例。
- 工业研究或创业/转化路径对你有吸引力（公开去向里占比不低）。
- 最适合关注空间/时空数据系统的申请人，以及希望兼具行业研究与学术成果可见性的ML。
What to watch for / 什么情况下要慎重
- Faculty-only is your sole goal and you want zero industry/translation exposure.
- 你把「教职为唯一目标」且完全不想碰工业/转化网络。
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.