3 papers
cs.CV2024
Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models
Siyuan Xiang, Chin Tseng, Congcong Wen +5
We introduce the first work on benchmarking and evaluating deep clustering algorithms on large-scale non-categorical 3D CAD models. We first propose a workflow to allow expert mech…
cs.AI2024
Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery
Yunqing Li, Binil Starly
Sourcing and identification of new manufacturing partners is crucial for manufacturing system integrators to enhance agility and reduce risk through supply chain diversification in…
cs.LG2024
Manufacturing Service Capability Prediction with Graph Neural Networks
Yunqing Li, Xiaorui Liu, Binil Starly
In the current landscape, the predominant methods for identifying manufacturing capabilities from manufacturers rely heavily on keyword matching and semantic matching. However, the…