Towards Routing Foundation Models for Commercial Vehicles

A research roadmap for routing foundation models pretrained on commercial fleet trajectories, with controlled studies of scaling, transfer, and privacy.

 · Bo Tang, Yunfei Ma, Zhengzhong Ricky You

UMFM 2026 Workshop Program Announced

Towards Routing Foundation Models for Commercial Vehicles is listed in the Vision Papers session at UMFM 2026 on November 3.

 · Zhengzhong Ricky You

UMFM 2026 Paper Acceptance

Towards Routing Foundation Models for Commercial Vehicles was accepted for presentation at the 2026 ACM SIGSPATIAL Workshop on Urban Mobility Foundation Models.

 · Zhengzhong Ricky You