Xin Li
CMU SCS
Research focus: advanced neural network applications
手动申请审核：Xin Li：请勿将Xin Li视为当前CMU的CSAI目标；该记录属于chi的CMUECE 记录，当前档案指向 Duke/DKU。
Who this advisor fits / 什么情况下适合你
- You want ML tied to real data and deployable problems (signal: advanced neural network applications · Advanced Vision and Imaging).
- Prepare with IC design, statistical timing/variation modeling, EDA, signal/data analytics, and hardware-aware ML. A strong profile has circuit/system publications and implementation depth.
- 你想把 ML 接到真实数据与落地问题（当前信号：advanced neural network applications · Advanced Vision and Imaging）。
- 请准备 IC 设计、统计时域/变模式ling、EDA 及信号/数据分析cs，并具备硬件 aware 的ML能力。具备强电路/系统发表记录与实现深度的良好履历。
What to watch for / 什么情况下要慎重
- You want pure theory ML with little domain data or cross-disciplinary collaboration.
- 你要的是纯理论 ML、几乎不碰领域数据或跨学科合作。
Public evidence as of 2026-06-10
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