Scene-Modular LLM-Driven Procedural Level Generation for Anomaly-Detection Games

Scene-modular LLM-driven anomaly generation with executable structured operations, difficulty control, and local reproducible evaluation.

June 2026 · Kaijie Xu, Fandi Meng, Clark Verbrugge (CoG 2026)

High Dimensional Procedural Content Generation

A general HDPCG framework that augments geometry with gameplay dimensions (layer/time) for controllable generation and high-dimensional validation.

February 2026 · Kaijie Xu, Clark Verbrugge (FDG 2026)

A Database-Driven Framework for 3D Level Generation with LLMs

LLM-assisted database framework for scalable 3D level generation.

November 2025 · Kaijie Xu, Clark Verbrugge (AIIDE 2025)

Constraint Is All You Need: Optimization-Based 3D Level Generation with LLMs

LLM-to-GLDL parsing with facility layout optimization for coherent 3D level generation.

April 2025 · Kaijie Xu, Clark Verbrugge (FDG 2025)