Siyuan Feng

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch.
IEEE Trans. Intell. Transp. Syst.
Yulong Hu, Siyuan Feng, Sen Li
2025 J jnl
Spatiotemporal Generalization Graph Neural Network-Based Prediction Models by Considering Morphological Diversity in Traffic Networks.
IEEE Trans. Intell. Transp. Syst.
Limei Liu, Peibo Duan, Zhuo Chen, Jinghui Zhang, Siyuan Feng, Wenwei Yue, Yibo Wang, Jia Rong
2025 J jnl
T2BR: A Hierarchical Repositioning Approach for Autonomous Mobility on Demand Systems.
IEEE Trans. Intell. Transp. Syst.
Taijie Chen, Jingyun Liu, Siyuan Feng, Jiandong Qiu, Jintao Ke
2024 J jnl
Airport Delay Prediction with Temporal Fusion Transformers.
CoRR
Ke Liu, Kaijing Ding, Xi Cheng, Jianan Chen, Siyuan Feng, Hui Lin, Jilin Song, Chen Zhu
2024 J jnl
Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments.
CoRR
Ke Liu, Fan Hu, Hui Lin, Xi Cheng, Jianan Chen, Jilin Song, Siyuan Feng, Gaofeng Su, Chen Zhu
2024 J jnl
Flight Path Optimization with Optimal Control Method.
CoRR
Gaofeng Su, Xi Cheng, Siyuan Feng, Ke Liu, Jilin Song, Jianan Chen, Chen Zhu, Hui Lin
2024 J jnl
Multi-View Spatial-Temporal Graph Convolutional Network for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Shuqing Wei, Siyuan Feng, Hai Yang
2024 J jnl
Smart Navigation System for Parking Assignment at Large Events: Incorporating Heterogeneous Driver Characteristics.
CoRR
Xi Cheng, Gaofeng Su, Siyuan Feng, Ke Liu, Chen Zhu, Hui Lin, Jilin Song, Jianan Chen
2024 J jnl
Spatial-Temporal Upfront Pricing Under a Mixed Pooling and Non-Pooling Market With Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Jun Wang, Siyuan Feng, Hai Yang
2023 J jnl
A multi-functional simulation platform for on-demand ride service operations.
CoRR
Siyuan Feng, Taijie Chen, Yuhao Zhang, Jintao Ke, Hai Yang
2023 J jnl
Cross-City Traffic Prediction via Semantic-Fused Hierarchical Graph Transfer Learning.
CoRR
Kehua Chen, Jindong Han, Siyuan Feng, Hai Yang
2023 J jnl
Dynamic Adjustment of Matching Radii under the Broadcasting Mode: A Novel Multitask Learning Strategy and Temporal Modeling Approach.
CoRR
Taijie Chen, Zijian Shen, Siyuan Feng, Linchuan Yang, Jintao Ke
2023 J jnl
Spectral Dual-Channel Encoding for Image Dehazing.
IEEE Trans. Circuits Syst. Video Technol.
Zhanchen Zhu, Daokun Zhang, Zhikang Wang, Siyuan Feng, Peibo Duan
2022 J jnl
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling.
CoRR
Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng
2022 J jnl
A Multi-Task Matrix Factorized Graph Neural Network for Co-Prediction of Zone-Based and OD-Based Ride-Hailing Demand.
IEEE Trans. Intell. Transp. Syst.
Siyuan Feng, Jintao Ke, Hai Yang, Jieping Ye
2020 J jnl
Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach.
CoRR
Jintao Ke, Siyuan Feng, Zheng Zhu, Hai Yang, Jieping Ye