Gaoqi Liang

31 papers Journal 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-aware learning for detecting robust universal perturbation attacks in wind power forecasting.
Eng. Appl. Artif. Intell.
Liliang Wang, Zheng Qian, Jiaqi Ruan, Lu Wei, Gaoqi Liang
2025 J jnl
Power Smoothing Control for Wind-Storage Integrated Systems With Hierarchical Safe Reinforcement Learning and Curriculum Learning.
IEEE Trans. Smart Grid
Shuyi Wang, Huan Zhao, Ting Shu, Zibin Pan, Gaoqi Liang, Junhua Zhao
2025 J jnl
Pricing Demand-Side Flexibility via Mean-Field Reverse Stackelberg Game.
IEEE Trans. Consumer Electron.
Qisheng Huang, Yunpeng Li, Bo Liu, Gaoqi Liang, Junhua Zhao, Costas Courcoubetis
2025 J jnl
Robust Universal Adversarial Perturbation Attacks on Renewable Energy Forecasting.
IEEE Internet Things J.
Jiaqi Ruan, Liliang Wang, Shi Chen, Tianlei Zang, Yiwei Qiu, Gaoqi Liang, Buxiang Zhou
2025 J jnl
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods.
IEEE Trans. Neural Networks Learn. Syst.
Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Yue Chen, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jinyue Yan, Yun Li
2024 J jnl
Applying Large Language Models to Power Systems: Potential Security Threats.
IEEE Trans. Smart Grid
Jiaqi Ruan, Gaoqi Liang, Huan Zhao, Guolong Liu, Xianzhuo Sun, Jing Qiu, Zhao Xu, Fushuan Wen, Zhao Yang Dong
2024 J jnl
Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning.
CoRR
Shuyi Wang, Huan Zhao, Yuji Cao, Zibin Pan, Guolong Liu, Gaoqi Liang, Junhua Zhao
2024 J jnl
ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models.
CoRR
Xiyuan Zhou, Huan Zhao, Yuheng Cheng, Yuji Cao, Gaoqi Liang, Guolong Liu, Junhua Zhao
2024 J jnl
Framework of Resilient Transmission Network Reconfiguration Considering Cyber-Attacks.
CoRR
Chao Yang, Gaoqi Liang, Steven R. Weller, Shaoyan Li, Junhua Zhao, Zhaoyang Dong
2024 J jnl
On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks.
IEEE Trans. Ind. Informatics
Jiaqi Ruan, Qihan Wang, Sicheng Chen, Hanrui Lyu, Gaoqi Liang, Junhua Zhao, Zhao Yang Dong
2024 J jnl
Privacy-Preserving Bi-Level Optimization of Internet Data Centers for Electricity-Carbon Collaborative Demand Response.
IEEE Internet Things J.
Jiaqi Ruan, Yifan Zhu, Yuji Cao, Xianzhuo Sun, Shunbo Lei, Gaoqi Liang, Jing Qiu, Zhao Xu
2024 J jnl
Risk-Sensitive Mobile Battery Energy Storage System Control With Deep Reinforcement Learning and Hybrid Risk Estimation Method.
IEEE Trans. Smart Grid
Zifan Liu, Huan Zhao, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jing Qiu
2024 J jnl
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods.
CoRR
Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Guolong Liu, Gaoqi Liang, Junhua Zhao, Yun Li
2023 J jnl
Applying Large Language Models to Power Systems: Potential Security Threats.
CoRR
Jiaqi Ruan, Gaoqi Liang, Huan Zhao, Guolong Liu, Jing Qiu, Junhua Zhao, Zhao Xu, Fushuan Wen, Zhao Yang Dong
2023 J jnl
Graph Deep-Learning-Based Retail Dynamic Pricing for Demand Response.
IEEE Trans. Smart Grid
Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Shunbo Lei, Binghao He, Jing Qiu, Zhao Yang Dong
2023 J jnl
Impact Assessment and Defense for Smart Grids With FDIA Against AMI.
IEEE Trans. Netw. Sci. Eng.
Jichao Bi, Fengji Luo, Gaoqi Liang, Xiaofan Yang, Shibo He, Zhao Yang Dong
2023 J jnl
Super-Resolution Perception Assisted Spatiotemporal Graph Deep Learning Against False Data Injection Attacks in Smart Grid.
IEEE Trans. Smart Grid
Jiaqi Ruan, Gang Fan, Yifan Zhu, Gaoqi Liang, Junhua Zhao, Fushuan Wen, Zhao Yang Dong
2022 J jnl
AI-enabled image fraud in scientific publications.
Patterns
Jinjin Gu, Xinlei Wang, Chenang Li, Junhua Zhao, Weijin Fu, Gaoqi Liang, Jing Qiu
2022 J jnl
An Inertia-Based Data Recovery Scheme for False Data Injection Attack.
IEEE Trans. Ind. Informatics
Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Jing Qiu, Zhao Yang Dong
2022 J jnl
False Data Injection- and Propagation-Aware Game Theoretical Approach for Microgrids.
IEEE Trans. Smart Grid
Jichao Bi, Fengji Luo, Shibo He, Gaoqi Liang, Wenchao Meng, Mingyang Sun
2022 J jnl
Integrated optimization algorithm: A metaheuristic approach for complicated optimization.
Inf. Sci.
Chen Li, Guo Chen, Gaoqi Liang, Fengji Luo, Junhua Zhao, Zhao Yang Dong
2021 J jnl
Data-Driven Risk Preference Analysis in Day-Ahead Electricity Market.
IEEE Trans. Smart Grid
Huan Zhao, Junhua Zhao, Jing Qiu, Gaoqi Liang, Fushuan Wen, Yusheng Xue, Zhao Yang Dong
2021 J jnl
Personalized Residential Energy Usage Recommendation System Based on Load Monitoring and Collaborative Filtering.
IEEE Trans. Ind. Informatics
Fengji Luo, Gianluca Ranzi, Weicong Kong, Gaoqi Liang, Zhao Yang Dong
2020 J jnl
Cooperative Wind Farm Control With Deep Reinforcement Learning and Knowledge-Assisted Learning.
IEEE Trans. Ind. Informatics
Huan Zhao, Junhua Zhao, Jing Qiu, Gaoqi Liang, Zhao Yang Dong
2020 J jnl
Super Resolution Perception for Smart Meter Data.
Inf. Sci.
Guolong Liu, Jinjin Gu, Junhua Zhao, Fushuan Wen, Gaoqi Liang
2019 J jnl
A Framework for Cyber-Topology Attacks: Line-Switching and New Attack Scenarios.
IEEE Trans. Smart Grid
Gaoqi Liang, Steven R. Weller, Junhua Zhao, Fengji Luo, Zhao Yang Dong
2019 J jnl
Distributed Blockchain-Based Data Protection Framework for Modern Power Systems Against Cyber Attacks.
IEEE Trans. Smart Grid
Gaoqi Liang, Steven R. Weller, Fengji Luo, Junhua Zhao, Zhao Yang Dong
2018 J jnl
Generalized FDIA-Based Cyber Topology Attack With Application to the Australian Electricity Market Trading Mechanism.
IEEE Trans. Smart Grid
Gaoqi Liang, Steven R. Weller, Fengji Luo, Junhua Zhao, Zhao Yang Dong
2018 J jnl
Super-Resolution Perception for Industrial Sensor Data.
CoRR
Jinjin Gu, Guolong Liu, Gaoqi Liang, Junhua Zhao
2017 J jnl
A Review of False Data Injection Attacks Against Modern Power Systems.
IEEE Trans. Smart Grid
Gaoqi Liang, Junhua Zhao, Fengji Luo, Steven R. Weller, Zhao Yang Dong
2017 J jnl
Multiagent-Based Cooperative Control Framework for Microgrids' Energy Imbalance.
IEEE Trans. Ind. Informatics
Fengji Luo, Yingying Chen, Zhao Xu, Gaoqi Liang, Yu Zheng, Jing Qiu