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Wanjing Ma

Tongji University

1239 Siping Road

Shanghai, 200092

China

SCHOLARLY PAPERS

13

DOWNLOADS

532

TOTAL CITATIONS

0

Scholarly Papers (13)

1.

Customized Bus Routing Problem Considering Competition and Collaboration with Taxis at Transport Hubs

Number of pages: 33 Posted: 27 Oct 2023
Yuhang Guo, Kun An and Wanjing Ma
Tongji University, Tongji University and Tongji University
Downloads 77 (830,555)

Abstract:

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Customized Bus, Frequency-Based Routing, Passenger Mode Choice, Taxi Service

2.

LLM Powered Adaptive Traffic Signal Control via Knowledge-enhanced Prompt and Reinforcement Learning Fine-tuning

Number of pages: 30 Posted: 01 Nov 2025
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 73 (860,052)

Abstract:

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Adaptive Traffic Signal Control, Large language model, Prompt Engineering, Reinforcement Learning Fine-tuning, Proximal Policy Optimization

3.

Stochastic Priority-Integrated Coordination for Arterial Signal Control Considering Uncertainty in Connected Bus Operation

Number of pages: 30 Posted: 25 Feb 2023
Tongji University, Tongji University, Tongji University, Delft University of Technology and Delft University of Technology
Downloads 73 (852,604)

Abstract:

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Arterial Signal Coordination, Transit Signal Priority, Bus Operation Uncertainty, Connected Bus, Stochastic Program

4.

Conflict Separation and Vehicle Speed Optimization Model at Autonomous Intersection Considering Energy Saving and Emission Reduction

Number of pages: 25 Posted: 12 Jul 2022
Changsha University of Science and Technology, Changsha University of Science and Technology, Changsha University of Science and Technology, Changsha University of Science and Technology and Tongji University
Downloads 61 (951,658)

Abstract:

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Autonomous intersection management (AIM), Speed optimization, Fuel consumption and emission, Intersection

5.

Gatsim: Urban Mobility Simulation with Generative Agents

Number of pages: 69 Posted: 23 Jul 2025
Qi Liu, Can Li and Wanjing Ma
Tongji University, Tongji University and Tongji University
Downloads 57 (989,921)

Abstract:

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Agent-based simulation, Urban mobility, Generative agents

6.

Transit Line Extension Design Considering the Connection of Shared Autonomous Vehicles Under Demand Uncertainties

Number of pages: 36 Posted: 31 May 2024
Jiaqi Yang, Kun An, Hai L. Vu and Wanjing Ma
Tongji University, Tongji University, Monash University and Tongji University
Downloads 44 (1,133,231)

Abstract:

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Transit line extension, First and last mile problem, Shared autonomous vehicles, Demand uncertainty

7.

Low-car zones in multimodal networks: A system-level equilibrium and optimization framework

Number of pages: 29 Posted: 13 Dec 2025 Last Revised: 10 Feb 2026
Delft University of Technology, Delft University of Technology, affiliation not provided to SSRN, Heriot-Watt University, Tongji University and Delft University of Technology
Downloads 35 (1,249,711)

Abstract:

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low-car zone, Multimodal transportation, Traffic management, User equilibrium, Bi-level optimization

8.

Design and Optimization of Remote Safety Operator Display Interface for Autonomous Vehicles: A Takeover Performance Analysis

Number of pages: 17 Posted: 30 Aug 2025
Tongji University, Tongji University, University of Central Florida and Tongji University
Downloads 35 (1,249,711)

Abstract:

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remote safety operator, Autonomous Vehicles, takeover interface display parameters, consecutive takeover

9.

Scheduling of Shared Autonomous Vehicle Platoons Considering Time of Use Priority

Number of pages: 35 Posted: 05 Jul 2023
Zhimian Wang, Kun An and Wanjing Ma
Tongji University, Tongji University and Tongji University
Downloads 34 (1,263,436)

Abstract:

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Shared autonomous vehicles, Vehicle clustering, Traffic priority, Vehicle routing problem, Two-stage algorithm

10.

A Dynamic Gating Mixture-of-Experts (MoE) Model for Flight Delay Prediction

Number of pages: 26 Posted: 19 Mar 2026
Junjie Tian, Can Li, Lei Bian, Wei Liu and Wanjing Ma
Tongji University, Tongji University, affiliation not provided to SSRN, Hong Kong Polytechnic University and Tongji University
Downloads 13 (1,518,554)

Abstract:

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Flight Delay Prediction, Dynamic Gating, Mixture-of-Experts

11.

Physics-informed Accelerated Reconstruction of Randomly Fragmented Trajectories: A Solution Space Compression based Method

Number of pages: 40 Posted: 22 May 2026
Tongji University, Tongji University, University of Canterbury, Tongji University and affiliation not provided to SSRN
Downloads 12 (1,526,714)

Abstract:

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Trajectory Reconstruction, fragmented trajectories, fragment association, solution space compression, heuristic pruning

12.

Cyber-Resilient Event-Triggered Perimeter Control in Urban Road Networks

Number of pages: 40 Posted: 03 Mar 2026
Yian Li and Wanjing Ma
affiliation not provided to SSRN and Tongji University
Downloads 11 (1,534,404)

Abstract:

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Event triggered control, Perimeter control, Macroscopic fundamental diagram, Cyber physical security, Observer based state estimation

13.

Structured Evolutionary Search for Automated Algorithm Discovery in Complex Environments

Number of pages: 82 Posted: 07 May 2026
Qi Liu, Ruochen Hao, Can Li and Wanjing Ma
Tongji University, Tongji University, Tongji University and Tongji University
Downloads 7 (1,561,096)

Abstract:

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Automated Algorithm Discovery, Evolutionary Search, Combinatorial Optimization