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Noboru Koshizuka

2 accepted papers

2026

TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models

ICLR 2026poster

The importance of mobile phone GPS trajectory data is widely recognized across many fields, yet the use of real data is often hindered by privacy concerns, limited accessibility, and high acquisition costs. As a result, generating pseudo–GPS trajectory data has become an active area of research. Rec…

Cited by 0SourcecodeScholar
2024

Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation

NeurIPS 2024poster

This paper introduces a novel approach using Large Language Models (LLMs) integrated into an agent framework for flexible and effective personal mobility generation. LLMs overcome the limitations of previous models by effectively processing semantic data and offering versatility in modeling various…