Jundong Li
University of Virginia — Computer Science (SEAS) · Associate Professor
Research focus: graph machine learning · trustworthy machine learning · safe machine learning · large language models
手动申请审核：针对 Jundong Li 的预训练与评估审计，构建以 graph machine learning、trustworthy machine learning、safe machine learning、large language models 为基准的拟合曲线，并选取一个近期论文或项目作为示例，同时提出一个可在第一学期启动的具体扩展方向。
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).
- Use the explicit alumni rows as placement evidence, then verify current advising capacity, active recruiting, and cross-appointment logistics directly.
- 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）。
- 请明确使用校友记录作为安置证据，并核实当前指导机构的指导能力、招聘活动以及跨部门协作计划。
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.