Yan Liu
USC — Thomas Lord Department of Computer Science (Viterbi) · Philip and Cayley MacDonald Professor
Research focus: machine learning · time-series · ML for health/climate · deep learning
针对 Yan Liu 的预审审核：构建适用于时间序列、健康/气候/科学应用的拟合图 rag，涵盖可解释性，并针对 deep learning 进行规划；请提及一个近期论文或项目，并说明您计划在第一个学期启动的一个具体扩展。
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.
- Attractive for ML/time-series applicants aiming at academic or AI-for-science paths; ask for the current student placement map.
- 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。
- 适合 ML/time-series 申请人进入学术或 AI 科学领域的推荐；请提供当前学生就业地图。
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.