一作ACL 2026Poster· Natural Language Processing
T rans LLM : A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting
Jiaming Leng · Yunying Bi · Chuan Qin · Zhenya Huang · Bing Yin · Haojie Ren · Yanyong Zhang · Chao Wang
摘要
Urban transportation systems require precise modeling of dynamic spatiotemporal patterns across diverse tasks, such as traffic forecasting, electric vehicle (EV) charging demand prediction, and taxi dispatch. Existing approaches suffer from two key limitations: traditional deep learning models ar...