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Donghyun Kwon
박사과정 · 2023 입학Ph.D. Student · since 2023
Deep generative models · Population synthesis · Travel demand modelling
논문 실적Publication record7
2025
- Customized Deep Generative Models to Resolve the Sampling Bias in Population Synthesis
Donghyun Kwon, Inhi Kim
학회conferenceTRB 104th Annual Meeting
2024
- Customized Deep Generative Models to Resolve the Sampling Bias in Population Synthesis
Donghyun Kwon, Eui-Jin Kim, Inhi Kim
학회conferenceTRB 103rd Annual Meeting
2023
- Large-Scale Network Imputation and Prediction of Traffic Volume Based on Multi-Source Data Collection System
Donghyun Kwon, Changhee Lee, Heechan Kang, Inhi Kim
저널journalTransportation Research Record 2677 (9), 30-42
- Enhancing Deep Generative Models for Distinguishing Sampling Zeros and Structural Zeros in Population Synthesis
Donghyun Kwon, Inhi Kim
학회conferencehEART 2023 Symposium
2022
- An Impact of Vehicles in the Platooning on the Road Network
Yeji Yoo, Donghyun Kwon, Inhi Kim
학회conferenceITS World Congress 2022
- Large Scale Multi-Source Traffic Flow Forecasting Based on Attention Based Spatio-Temporal Graph Convolutional Networks – LSTM
Donghyun Kwon, Taeho Oh, Changhee Lee, Inhi Kim
학회conferenceITS World Congress 2022
2021
- Traffic Data Calibration Collected by RSE Detectors Based on Deep Learning
Donghyun Kwon, Hyunchul Park, Inhi Kim
학회conferenceEASTS 2021