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Ximimg Chang

Beijing Jiaotong University

No.3 of Shangyuan Residence Haidian District

Beijing, 100089

China

SCHOLARLY PAPERS

10

DOWNLOADS

513

TOTAL CITATIONS

2

Scholarly Papers (10)

1.

Optimizing Integrated Train Rescheduling Strategies for Diverse Disruption Scenarios Using Reinforcement Learning

Number of pages: 37 Posted: 07 Feb 2025
Haodong Yin, Lina Liu, Ximimg Chang, Hao Fu and Jianjun Wu
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 111 (635,507)

Abstract:

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reinforcement learning, train rescheduling, rescheduling strategy, disruption, Q-learning

2.

Incorporating User Travel Behavior into Bike-Sharing Destination Prediction: A Data-Informed Macro-Micro Integration Approach

Number of pages: 36 Posted: 04 Oct 2024
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 75 (837,727)

Abstract:

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bike-sharing, destination prediction, mobility patterns, Deep learning, individual trip chain distributions

3.

Routing Coordination Optimization for Modular Electric Vehicles in Intensive Passenger Flow Evacuation

Number of pages: 33 Posted: 16 Jul 2025
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Dalian University of Technology
Downloads 55 (1,010,164)

Abstract:

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Modular electric vehicle, Intensive and personalized services, Adaptive charging strategy, Integrated clustering-based optimization

4.

Cluster-Integrated-Predict Joint Training Approach to Predict Holiday Passenger Flow in Urban Rail Transit Systems

Number of pages: 41 Posted: 21 May 2024
Jiarui Yu, Ximimg Chang, Haodong Yin and Jianjun Wu
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 52 (1,041,696)
Citation 2

Abstract:

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cluster-integrated-predict, dynamic graph-based clustering, subway travel, social media data, holiday passenger flow

5.

Forecasting Spatio-Temporal Evolution of Traffic Conditions Under Real-Time Emergency with Spatially Adaptive Graph Attention Neural Network

Number of pages: 39 Posted: 18 Feb 2025
Jianjv Pan, Ximimg Chang, Huijun Sun, Xin Guo and Hao Fu
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 50 (1,063,489)

Abstract:

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emergent conditions, traffic state evolution, spatio-temporal fluctuations, memory store slots, dynamic graph learning

6.

Towards Smarter On-Demand Ride-Sharing: Balancing Efficiency and Flexibility Via Delayed Matching and Walking

Number of pages: 28 Posted: 09 Jul 2025
Yafei Li, Huijun Sun, Ximimg Chang, Ying Lv and Kun Gao
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Division of Geology and Geotechnics
Downloads 40 (1,183,237)

Abstract:

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Ride-sharing, Delayed matching, Walking mechanism, Multi-agent reinforcement learning, Graph-based optimization

7.

Synchronous Prediction then Instantaneous Optimization for Dynamic Large-Scale Bike-Sharing Repositioning Problem

Number of pages: 56 Posted: 21 May 2024
Zifan Kang, Ximimg Chang, Huijun Sun and Xin Guo
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 39 (1,196,171)

Abstract:

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bike-sharing system, repositioning, route optimization, multi-task learning, Reinforcement Learning

8.

Synchronous Prediction then Instantaneous Optimization for Dynamic Large-Scale Bike-Sharing Repositioning Problem

Number of pages: 55 Posted: 25 Dec 2024
Zifan Kang, Ximimg Chang, Huijun Sun and Xin Guo
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 36 (1,236,159)

Abstract:

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bike-sharing system, repositioning, route optimization, multi-task learning, reinforcement learning

9.

Emergency crowd evacuation planning with dynamic guide allocation at transportation hubs

Number of pages: 32 Posted: 03 Feb 2026
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Dalian University of Technology
Downloads 28 (1,385,945)

Abstract:

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Pedestrian flow assignment, Dynamic guide allocation, Cell transmission model, Heuristic decomposition

10.

Integrated Optimization of Train Operation Plan and Energy-Saving Operation for Urban Rail Transit with Different-Length Routes Under Mixed-Formation

Number of pages: 35 Posted: 16 Apr 2025
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Dalian University of Technology
Downloads 27 (1,372,601)

Abstract:

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Train mixed-formation, Short turn, Integrated energy-saving, multi-objective optimization