Theo dõi
siyuan feng
siyuan feng
Department of Aeronautical and Aviation Engineering, The Hong Kong Polytechnic University
Email được xác minh tại connect.ust.hk
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Joint predictions of multi-modal ride-hailing demands: A deep multi-task multi-graph learning-based approach
J Ke, S Feng, Z Zhu, H Yang, J Ye
Transportation Research Part C: Emerging Technologies 127, 103063, 2021
932021
A multi-task matrix factorized graph neural network for co-prediction of zone-based and OD-based ride-hailing demand
S Feng, J Ke, H Yang, J Ye
IEEE Transactions on Intelligent Transportation Systems 23 (6), 5704-5716, 2021
632021
Coordinating ride-sourcing and public transport services with a reinforcement learning approach
S Feng, P Duan, J Ke, H Yang
Transportation Research Part C: Emerging Technologies 138, 103611, 2022
382022
Calibration and validation of matching functions for ride-sourcing markets
S Wei, S Feng, J Ke, H Yang
Communications in Transportation Research 2, 100058, 2022
262022
Prediction of knee pain improvement over two years for knee osteoarthritis using a dynamic nomogram based on MRI-derived radiomics: a proof-of-concept study
T Lin, S Peng, S Lu, S Fu, D Zeng, J Li, T Chen, T Fan, C Lang, S Feng, ...
Osteoarthritis and Cartilage 31 (2), 267-278, 2023
242023
A macro–micro spatio-temporal neural network for traffic prediction
S Feng, S Wei, J Zhang, Y Li, J Ke, G Chen, Y Zheng, H Yang
Transportation research part C: emerging technologies 156, 104331, 2023
162023
Spectral dual-channel encoding for image dehazing
Z Zhu, D Zhang, Z Wang, S Feng, P Duan
IEEE Transactions on Circuits and Systems for Video Technology 33 (11), 6236 …, 2023
132023
Approximating a ride-sourcing system with block matching
S Feng, J Ke, F Xiao, H Yang
Transportation Research Part C: Emerging Technologies 145, 103920, 2022
72022
Multi-view spatial–temporal graph convolutional network for traffic prediction
S Wei, S Feng, H Yang
IEEE Transactions on Intelligent Transportation Systems, 2024
62024
A cross-city federated transfer learning framework: A case study on urban region profiling
G Chen, Y Su, X Zhang, A Hu, G Chen, S Feng, J Xiang, J Zhang, ...
arXiv preprint arXiv:2206.00007, 2022
62022
A multi-functional simulation platform for on-demand ride service operations
S Feng, T Chen, Y Zhang, J Ke, Z Zheng, H Yang
Communications in Transportation Research 4, 100141, 2024
32024
Airport delay prediction with temporal fusion transformers
K Liu, K Ding, X Cheng, G Xu, X Hu, T Liu, S Feng, B Cai, J Chen, H Lin, ...
Proceedings of the 17th ACM SIGSPATIAL International Workshop on …, 2024
32024
Deep reinforcement learning for real-time ground delay program revision and corresponding flight delay assignments
K Liu, F Hu, H Lin, X Cheng, J Chen, J Song, S Feng, G Su, C Zhu
arXiv preprint arXiv:2405.08298, 2024
32024
Semantic-fused multi-granularity cross-city traffic prediction
K Chen, Y Liang, J Han, S Feng, M Zhu, H Yang
Transportation Research Part C: Emerging Technologies 162, 104604, 2024
32024
Region-aware hierarchical graph contrastive learning for ride-hailing driver profiling
K Chen, J Han, S Feng, M Zhu, H Yang
Transportation Research Part C: Emerging Technologies 156, 104325, 2023
32023
Flight path optimization with optimal control method
G Su, X Cheng, S Feng, K Liu, J Song, J Chen, C Zhu, H Lin
arXiv preprint arXiv:2405.08306, 2024
22024
Cross-city traffic prediction via semantic-fused hierarchical graph transfer learning
K Chen, J Han, S Feng, H Yang
arXiv e-prints, arXiv: 2302.11774, 2023
22023
Smart Navigation System for Parking Assignment at Large Events: Incorporating Heterogeneous Driver Characteristics
X Cheng, G Su, S Feng, K Liu, C Zhu, H Lin, J Song, J Chen
arXiv preprint arXiv:2406.05135, 2024
12024
Learning the on-demand adaptable matching range with a reinforcement learning
Y Liu, S Feng, Y Bao, H Yang
Transportation Research Part C: Emerging Technologies 172, 105018, 2025
2025
BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch
Y Hu, S Feng, S Li
arXiv preprint arXiv:2501.13448, 2025
2025
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