3 papers
cs.MA2026
VLM-CAD: VLM-Optimized Collaborative Agent Design Workflow for Analog Circuit Sizing
Guanyuan Pan, Shuai Wang, Yugui Lin +4
Vision Language Models (VLMs) have demonstrated remarkable potential in multimodal reasoning, yet they inherently suffer from spatial blindness and logical hallucinations when inte…
cs.CV2026
Physically-Grounded Manifold Projection Model for Generalizable Metal Artifact Reduction in Dental CBCT
Zhi Li, Yaqi Wang, Bingtao Ma +3
Metal artifacts in Dental CBCT severely obscure anatomical structures, hindering diagnosis. Current deep learning for Metal Artifact Reduction (MAR) faces limitations: supervised m…
cs.AR2025
Graph Neural Networks Based Analog Circuit Link Prediction
Guanyuan Pan, Tiansheng Zhou, Jianxiang Zhao +6
Circuit link prediction, which identifies missing component connections from incomplete netlists, is crucial in analog circuit design automation. However, existing methods face thr…