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Siyuan Feng

Assistant Professor

The Hong Kong Polytechnic University

Hong Kong

Research Interests

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Articles (15)

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2026

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2026

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2025

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2023

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2023

Collaborators (3)

Guanhao Xu

Advanced Mobility R&D Staff

Oak Ridge National Laboratory

UNITED STATES

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Benny Antony

AUSTRALIA

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Daokun Zhang

Assistant Professor

University of Nottingham Ningbo China (UNNC)

CHINA

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ApplyKite TwinLearns as you apply

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Siyuan Feng

Research Interests

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Articles (15)

D 3 -Subsidy: Online and Sequential Driver Subsidy Decision-Making for Large-Scale Ride-Hailing Market

LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning

Machine learning for on-demand ride services: A survey

Learning the on-demand adaptable matching range with a reinforcement learning

Dynamic matching radius decision model for on-demand ride services: A deep multi-task learning approach

BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch

T2BR: A Hierarchical Repositioning Approach for Autonomous Mobility on Demand Systems

Airport Delay Prediction with Temporal Fusion Transformers

Multi-View Spatial–Temporal Graph Convolutional Network for Traffic Prediction

Semantic-fused multi-granularity cross-city traffic prediction

Spatial–Temporal Upfront Pricing Under a Mixed Pooling and Non-Pooling Market With Reinforcement Learning

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

A macro–micro spatio-temporal neural network for traffic prediction

Region-Aware Hierarchical Graph Contrastive Learning for Ride-Hailing Driver Profiling

Spectral Dual-Channel Encoding for Image Dehazing

Collaborators (3)

Guanhao Xu

Benny Antony

Daokun Zhang

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