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cs.AI2026
Large Language Model Assisted Transportation Planning through a Differentiable User Equilibrium Layer
Eunseung Lee, Gyeongjun Kim, Keemin Sohn
Transportation planning has traditionally required substantial expertise in network modeling, traffic assignment, and optimization. As a result, strategic analyses such as network…
eess.IV2026
Keyed Nonlinear Transform: Lightweight Privacy-Enhancing Feature Sharing for Medical Image Analysis
Haebom Lee, Gyeongjung Kim
Feature sharing via split inference offers a lightweight alternative to federated learning for resource-constrained hospitals, but transmitted features still leak patient identity…