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Yuhan Guo

Zhejiang University of Science and Technology

310023

China

SCHOLARLY PAPERS

10

DOWNLOADS

476

TOTAL CITATIONS

2

Scholarly Papers (10)

1.

An End-to-End Deep Learning Model for Vehicle Dispatching in Autonomous Ride-Hailing Services

Number of pages: 42 Posted: 28 Aug 2025 Last Revised: 15 Oct 2025
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Artois University, University of Warwick - Warwick Manufacturing Group and United Arab Emirates University (UAEU)
Downloads 84 (783,685)

Abstract:

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end-to-end learning, intelligent mobility services, recurrent transformer, vehicle dispatching, multi-objective decision making

2.

Collaborative Planning of Multi-Tier Sustainable Supply Chains: A Reinforcement Learning Approach

Number of pages: 48 Posted: 25 May 2022
Zhejiang University of Science and Technology, Liaoning Technical University, United Arab Emirates University (UAEU), Liaoning Technical University and Artois University
Downloads 82 (790,029)

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sustainable supply chain, collaboration, multiple networks, reinforcement learning, heuristic

3.

Dynamic Pick-Up Point Recommendation with Multi-Modal Deep Forest and Incentive-Based Adaptive Kuhn-Munkres Algorithm

Number of pages: 35 Posted: 17 Feb 2025
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Aarhus University, United Arab Emirates University (UAEU) and Artois University
Downloads 62 (942,565)
Citation 2

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intelligent transportation, pick-up point recommendation, multi-modal machine learning, matching algorithm

4.

Collaborative Planning of Multi-Tier Sustainable Supply Chains: A Reinforcement Learning Enhanced Heuristic Approach

Number of pages: 66 Posted: 21 Sep 2022
Zhejiang University of Science and Technology, Liaoning Technical University, United Arab Emirates University (UAEU), National University of Singapore (NUS) and Artois University
Downloads 62 (942,565)

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Sustainable supply chain, collaboration, multiple networks, Reinforcement Learning, heuristic

5.

From policy to price: A novel framework combining large language model and modal decomposition for carbon price forecasting

Number of pages: 33 Posted: 05 Dec 2025
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Artois University, United Arab Emirates University (UAEU) and Aarhus University
Downloads 58 (980,173)

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Carbon price forecasting, Policy sentiment analysis, Large language model, Multiscale decomposition, Sample entropy

6.

Multi-Objective Dispatching Strategy of Autonomous Service Vehicles in Ride-Hailing Based on an Interpretable Prediction Model

Number of pages: 54 Posted: 19 Dec 2023
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, National University of Singapore (NUS), University of Warwick - Warwick Manufacturing Group and Artois University
Downloads 49 (1,074,648)

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Transportation, autonomous vehicle dispatching, Multi-objective optimization, demand prediction, heuristic

7.

Optimizing Autonomous Ride-Hailing Dispatch: A Quadripartite Modeling and Adaptive Memetic Algorithm Framework

Number of pages: 41 Posted: 29 Apr 2025
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Artois University, United Arab Emirates University (UAEU) and Aarhus University
Downloads 39 (1,196,171)

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autonomous ride-hailing, quadripartite optimization, spatiotemporal demand forecasting, Deep Neural Network, adaptive heuristic

8.

EKM-ASTGCN: An Integrated Multi-Task Scheduling Framework for Autonomous Electric Ride-Hailing Fleets

Number of pages: 39 Posted: 11 Mar 2026
Zhejiang University of Science and Technology, Zhejiang University of Science and Technology, Artois University, United Arab Emirates University (UAEU) and Aarhus University
Downloads 21 (1,436,435)

Abstract:

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Autonomous electric vehicle, Ride-hailing, Intelligent Scheduling, Multi-task optimization, EKM algorithm

9.

LeFAME: Language-Enhanced Frequency-Aware Mixture of Experts for Robust Ride-Hailing Demand Forecasting Under External Disruptions

Number of pages: 25 Posted: 24 Jan 2026
Zhejiang University of Science and Technology, affiliation not provided to SSRN, Artois University, Aarhus University and United Arab Emirates University (UAEU)
Downloads 14 (1,509,872)

Abstract:

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Spatiotemporal forecasting, Mixture-of-Experts, Large language model, deep neural network, frequency analysis

10.

Capacity-Aware Dynamic Pick-Up Point Recommendation in Ride-Hailing: A Recommendation-and-Coordination Framework

Number of pages: 34 Posted: 17 Apr 2026
Yuhan Guo and Hongao Wang
Zhejiang University of Science and Technology and Zhejiang University of Science and Technology
Downloads 5 (1,571,455)

Abstract:

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Ride-hailing, Pick-up point recommendation, Curbside capacity, Coordinated matching, Rolling-horizon operations, Transportation systems