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Wenbo Chen

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Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling

Jan 08, 2024
Jiawei Lu, Tinghan Ye, Wenbo Chen, Pascal Van Hentenryck

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Optimization-based Learning for Dynamic Load Planning in Trucking Service Networks

Jul 08, 2023
Ritesh Ojha, Wenbo Chen, Hanyu Zhang, Reem Khir, Alan Erera, Pascal Van Hentenryck

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End-to-End Feasible Optimization Proxies for Large-Scale Economic Dispatch

Apr 23, 2023
Wenbo Chen, Mathieu Tanneau, Pascal Van Hentenryck

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Two-Stage Learning For the Flexible Job Shop Scheduling Problem

Jan 23, 2023
Wenbo Chen, Reem Khir, Pascal Van Hentenryck

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Compact Optimization Learning for AC Optimal Power Flow

Jan 21, 2023
Seonho Park, Wenbo Chen, Terrence W. K. Mak, Pascal Van Hentenryck

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FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting

Dec 02, 2022
Maowei Jiang, Pengyu Zeng, Kai Wang, Huan Liu, Wenbo Chen, Haoran Liu

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Confidence-Aware Graph Neural Networks for Learning Reliability Assessment Commitments

Nov 28, 2022
Seonho Park, Wenbo Chen, Dahye Han, Mathieu Tanneau, Pascal Van Hentenryck

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Just-In-Time Learning for Operational Risk Assessment in Power Grids

Sep 26, 2022
Oliver Stover, Pranav Karve, Sankaran Mahadevan, Wenbo Chen, Haoruo Zhao, Mathieu Tanneau, Pascal Van Hentenryck

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Risk-Aware Control and Optimization for High-Renewable Power Grids

Apr 02, 2022
Neil Barry, Minas Chatzos, Wenbo Chen, Dahye Han, Chaofan Huang, Roshan Joseph, Michael Klamkin, Seonho Park, Mathieu Tanneau, Pascal Van Hentenryck, Shangkun Wang, Hanyu Zhang, Haoruo Zhao

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Learning Optimization Proxies for Large-Scale Security-Constrained Economic Dispatch

Dec 27, 2021
Wenbo Chen, Seonho Park, Mathieu Tanneau, Pascal Van Hentenryck

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