Xiaorui Liu
North Carolina State University — Computer Science · Assistant Professor
Research focus: machine learning · trustworthy / robust ML · graph neural networks / graph ML · scalable & efficient deep learning
保护项目 1 的预审审核：构建基于 machine learning 的拟合参数图，确保其具有可信度与鲁棒性，并采用图神经网络、可扩展/高效的深度学习、图鲁棒性及 LLM/图学习；请提及一项近期论文或项目，并说明您可在第一学期启动的一项具体扩展。
Who this advisor fits / 什么情况下适合你
- Industry research or startup/translation paths appeal to you (meaningful share in public outcomes).
- Good new-lab graph/trustworthy-ML target; ask about first PhD cohort, internship support, and recent outcomes directly.
- 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）。
- 良好的新实验室图/可信度目标；请询问第一批次 PhD cohort、实习支持以及近期结果。
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
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