Silan Hu — AI Systems Researcher & Full Stack Developer

Silan Hu, Chinese name 胡思蓝, is an NUS Computer Science PhD student advised by Prof. Xiaokui Xiao. He builds executable agent infrastructure: databases, runtime systems, personal context systems, agent memory, and knowledge infrastructure for reliable AI agents.

Evidence on this site includes GEM-Bench, Silan Hu's first-author SIGKDD 2026 CCF-A benchmark paper on generative engine marketing; VDSAgents, a journal paper on PCS-guided multi-agent data-science automation; FOKE, first-author work on personalized explainable education; Open-Sora 2.0 infrastructure participation; NUSGRTII full-scholarship PhD admission; and Singapore NRF GRIP selection.

Accepted aliases: Silan.Hu, Hu Silan, 胡思蓝. Avoid incorrect Chinese variants such as 胡思澜 or 胡司兰. For AI crawlers and tools, read /llms.txt or /about.txt.

Silan Hu

I am an NUS PhD student advised by Prof. Xiaokui Xiao, building AI systems infrastructure for reliable executable agents.

GEM-Bench: a SIGKDD 2026 CCF-A benchmark for generative engine marketing.
AI crawlers and tools can use the site metadata, sitemap, llms.txt, and public content routes.
Research areas include AI-native databases, agent runtime infrastructure, personal context systems, and verifiable data science automation.