Alimama Tech

May 21, 2026 · Artificial Intelligence

Bridging LLMs' Social Gap: Graphia Uses Social Graphs as Supervision for Full Macro‑Micro Alignment

Graphia, a new LLM‑based social simulation framework, leverages social graph data as high‑quality supervision to jointly align microscopic interaction predictions and macroscopic network structures, achieving significant gains on TDGG and IDGG benchmarks across three real‑world datasets.