Jingtao Qin

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
AccSPS Learning Rate: Accelerated Convergence Through Decision-Adjusted Levels for Stochastic Polyak Stepsize.
IEEE Trans Autom. Sci. Eng.
Jingtao Qin, Anbang Liu, Mikhail A. Bragin, Nanpeng Yu
2026 J jnl
Generating Synthetic Net Load Data for Residential Customers With Physics-Informed Diffusion Models.
IEEE Trans. Smart Grid
Shaorong Zhang, Yuanbin Cheng, Jingtao Qin, Nanpeng Yu
2025 J jnl
A Neural Column-and-Constraint Generation Method for Solving Two-Stage Stochastic Unit Commitment.
CoRR
Zhentong Shao, Jingtao Qin, Nanpeng Yu
2025 J jnl
A Spatio-Temporal Graph Learning Approach to Real-Time Economic Dispatch with Multi-Transmission-Node DER Aggregation.
CoRR
Zhentong Shao, Jingtao Qin, Xianbang Chen, Nanpeng Yu
2025 J jnl
A novel water distribution model considering the dynamic coupling of canals and gates.
Comput. Electron. Agric.
Guilin Tian, Mouchao Lv, Ming Wang, Jingtao Qin, Yingying Wang, Jiankui Yu, Bo Yang
2025 J jnl
Neural Two-Stage Stochastic Optimization for Solving Unit Commitment Problem.
CoRR
Zhentong Shao, Jingtao Qin, Nanpeng Yu
2025 J jnl
Neural Two-Stage Stochastic Volt-VAR Optimization for Three-Phase Unbalanced Distribution Systems with Network Reconfiguration.
CoRR
Zhentong Shao, Jingtao Qin, Nanpeng Yu
2023 J jnl
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems.
IEEE Access
Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu
2023 — conf
Reconfigure Distribution Network with Physics-informed Graph Neural Network.
ISGT EUROPE
Jingtao Qin, Nanpeng Yu
2023 J jnl
Solve Large-scale Unit Commitment Problems by Physics-informed Graph Learning.
CoRR
Jingtao Qin, Nanpeng Yu
2022 J jnl
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems.
CoRR
Jingtao Qin, Yuanqi Gao, Mikhail A. Bragin, Nanpeng Yu
2021 — conf
Solving Unit Commitment Problems with Multi-step Deep Reinforcement Learning.
SmartGridComm
Jingtao Qin, Nanpeng Yu, Yuanqi Gao