2 papers
cs.AI2026
Beyond Pixels: Vector-to-Graph Transformation for Reliable Schematic Auditing
Chengwei Ma, Zhen Tian, Zhou Zhou +5
Multimodal Large Language Models (MLLMs) have shown remarkable progress in visual understanding, yet they suffer from a critical limitation: structural blindness. Even state-of-the…
cs.CV2025
Intelligent Power Grid Design Review via Active Perception-Enabled Multimodal Large Language Models
Taoliang Tan, Chengwei Ma, Zhen Tian +3
The intelligent review of power grid engineering design drawings is crucial for power system safety. However, current automated systems struggle with ultra-high-resolution drawings…