About Ed H. Chi

Every entry that fed the multi-agent compile above. Inline citation markers in the wiki text (like [1], [2]) are not yet individually linked to specific sources — this is the full set of sources the compile considered.

1. Real-Time LLM-Powered User Personas for Scalable Video Recommendationspaper · 2026-06-11
2. Evo-Memory: A Streaming Benchmark Exposes Critical Gaps in LLM Agent Test-Time Memory Evolutionpaper · 2026-05-20