Alan Zaoxing Liu
University of Maryland CS · Assistant Professor
Research focus: AI systems · networked and data-intensive systems · LLM serving infrastructure · secure data analytics
针对 Alan Zaoxing Liu 的预审审核：请作为 AI 系统/网络系统申请人进行准备：LLM 服务、深度模型可观测性、分布式/云系统、代理基础设施、观测/采样系统、安全、或稳健算法。
Who this advisor fits / 什么情况下适合你
- You want ML tied to real data and deployable problems (signal: AI systems · networked and data-intensive systems).
- Applicants should bring systems-building evidence: measurements, distributed systems, networking/security, LLM serving reliability, or AI infrastructure debugging.
- 你想把 ML 接到真实数据与落地问题（当前信号：AI systems · networked and data-intensive systems）。
- 申请人应提交系统构建证据，包括测量数据、分布式系统、网络与安全架构、LLM 服务可靠性，或AI 基础设施调试。
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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