Yisong Yue
Caltech — Computing + Mathematical Sciences (CMS) / DOLCIT · Professor
Research focus: machine learning · structured prediction · interactive/imitation learning · spatiotemporal reasoning
保护项目 1：构建基于保护项目 0 的拟合参数图，生成基于保护项目 2 的生成模型，科学基于保护项目 3 的优化模型，决策模型，蛋白质与工程应用，以及可扩展的学习系统；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
- Very strong ML/generative/scientific-AI target; verify recent PhD placements and current advising load because the public group page is current/former-member oriented rather than placement-oriented.
- 非常强力的 ML/生成式/科学型 AI 目标；请核实近期 PhD 的就业安置情况以及当前的指导负荷，因为公共组页面当前或曾是成员导向而非就业导向。
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.