Leilani H. Gilpin
UC Santa Cruz — Computer Science & Engineering (Baskin) · Assistant Professor
Research focus: explainable AI · accountable autonomous systems · ML for debugging/decision-making · neuro-symbolic
手动审核申请准备：构建与Leilani H. Gilpin相关的适配性图，围绕explainable AI、accountable autonomous systems、neuro-symbolic、AI、异常检测、常识推理、自主性前瞻思考、语义表示、AI、ethics，以及针对心理健康和教育的应用可解释系统；引用一个可见的项目、实验室主题、招募信号、项目角色、论文领域或安置模式，并提出一个具体的第一学期扩展。
Who this advisor fits / 什么情况下适合你
- Use the research-fit evidence first, then verify recent advisor-specific placements, current funding, active recruiting, and program home directly.
- 首先，请优先使用研究契合度证据，随后核实近期导师的具体安置情况、当前资助状态、活跃招募状态以及项目所在地。
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。
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