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Zixuan Bai

Biographic Data

ID11183539
NAMEZixuan Bai
GIVEN NAMESZixuan
FAMILY NAMEBai
SIGNATUREBAI Z
VERIFIEDNo
TOTAL WORKS1
TOTAL CITATIONS0
WORKS AS AUTHOR1
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2026
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Adapting large language models for urban trip purpose inference

    Chengzhi Zhang, Shaoying Li et al.•ARTICLE•Cities•2026

    Understanding why people travel is fundamental to activity-based travel demand modelling and transport policy analysis. However, conventional trip purpose inference methods typically represent mobility contexts using predefined numerical or categorical features, which may discard semantic information contained in raw contextual data, thereby limiting their ability to represent and distinguish diverse travel-related contexts. To address this gap, …

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  • Adapting large language models for urban trip purpose inference

    Chengzhi Zhang, Shaoying Li et al.•ARTICLE•Cities•2026

    Understanding why people travel is fundamental to activity-based travel demand modelling and transport policy analysis. However, conventional trip purpose inference methods typically represent mobility contexts using predefined numerical or categorical features, which may discard semantic information contained in raw contextual data, thereby limiting their ability to represent and distinguish diverse travel-related contexts. To address this gap, …

activity-based travel demand modeling (1 work) · chain-of-thought prompting (1 work) · departure time (1 work) · Human Mobility and Location-Based Analysis (1 work) · large language models (1 work) · low-rank adaptation (1 work) · points of interest (1 work) · Traffic Prediction and Management Techniques (1 work) · transport modes (1 work) · Transportation planning (1 work)

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