Jingtao Qin

According to our database, Jingtao Qin authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Temporal Surrogate Lagrangian Decomposition for Operational Hosting Capacity Assessment in Unbalanced Power Distribution Systems.

Jingtao Qin, Hongbo Sun, Nanpeng Yu, Jianlin Guo, Ye Wang, Arvind U. Raghunathan

IEEE Trans. Ind. Informatics, May, 2026

Generating Synthetic Net Load Data for Residential Customers With Physics-Informed Diffusion Models.

Shaorong Zhang, Yuanbin Cheng, Jingtao Qin, Nanpeng Yu

IEEE Trans. Smart Grid, March, 2026

AccSPS Learning Rate: Accelerated Convergence Through Decision-Adjusted Levels for Stochastic Polyak Stepsize.

Jingtao Qin, Anbang Liu, Mikhail A. Bragin, Nanpeng Yu

IEEE Trans Autom. Sci. Eng., 2026

2025

Neural Two-Stage Stochastic Volt-VAR Optimization for Three-Phase Unbalanced Distribution Systems with Network Reconfiguration.

Zhentong Shao, Jingtao Qin, Nanpeng Yu

CoRR, October, 2025

A Neural Column-and-Constraint Generation Method for Solving Two-Stage Stochastic Unit Commitment.

Zhentong Shao, Jingtao Qin, Nanpeng Yu

CoRR, August, 2025

Neural Two-Stage Stochastic Optimization for Solving Unit Commitment Problem.

Zhentong Shao, Jingtao Qin, Nanpeng Yu

CoRR, July, 2025

A novel water distribution model considering the dynamic coupling of canals and gates.

Guilin Tian, Mouchao Lv, Ming Wang, Jingtao Qin, Yingying Wang, Jiankui Yu, Bo Yang

Comput. Electron. Agric., 2025

2023

Solve Large-scale Unit Commitment Problems by Physics-informed Graph Learning.

Jingtao Qin, Nanpeng Yu

CoRR, 2023

An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems.

Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu

IEEE Access, 2023

Reconfigure Distribution Network with Physics-informed Graph Neural Network.

Jingtao Qin, Nanpeng Yu

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2021

Solving Unit Commitment Problems with Multi-step Deep Reinforcement Learning.

Jingtao Qin, Nanpeng Yu, Yuanqi Gao

Proceedings of the IEEE International Conference on Communications, 2021