Gao Cong

NextLocMoE: Enhancing Next Location Prediction via Location-Semantics Mixture-of-Experts and Personalized Mixture-of-Experts

A Modular Multi-task Reasoning Framework Integrating Spatio-temporal Models and LLMs

Autonomous Urban Region Representation with LLM-informed Reinforcement Learning

FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting

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

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

HubGT: Fast Graph Transformer with Decoupled Hierarchy Labeling

SMARTraj$^2$: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation Learning

Reconciling Geospatial Prediction and Retrieval via Sparse Representations

NEXTLOCLLM: NEXT LOCATION PREDICTION USING LLMS

FlexTSF: A universal forecasting model for time series with variable regularities