Shengnan Guo

TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model

TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability

PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models

HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts

DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data

Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models