Chao Ren

45 papers A* 4Journal 38Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
ADMM-Based Adversarial False Data Injection Attacks Against Multi-Label Locational Detection.
IEEE Trans. Dependable Secur. Comput.
Jiwei Tian, Chao Shen, Chenhao Lin, Meng Zhang, Xiaofang Xia, Chao Ren, Peican Zhu, Chunming Wu, Xiang Chen
2026 J jnl
Advances and Open Challenges in Federated Foundation Models.
IEEE Commun. Surv. Tutorials
Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Bo Zhao, Liping Yi, Alysa Ziying Tan, Yulan Gao, Anran Li, Xiaoxiao Li, Zengxiang Li, Qiang Yang
2026 J jnl
Enhancing Dynamic Security Assessment in Smart Grids Through Quantum Federated Learning.
IEEE Trans Autom. Sci. Eng.
Chao Ren, Zhao Yang Dong, Mikael Skoglund, Yulan Gao, Tianjing Wang, Rui Zhang
2026 J jnl
FedCLD: A Federated Contrastive Learning Approach for Detecting Stealthy Attacks on Smart Grid With Unlabeled Data.
IEEE Internet Things J.
Xiaohan Huang, Zhenyong Zhang, Zhibo Yang, Chao Ren, David K. Y. Yau, Ruilong Deng
2025 J jnl
A Multi-Task Learning-Based Approach for Power System Short-Term Voltage Stability Assessment With Missing PMU Data.
IEEE Trans Autom. Sci. Eng.
Qiaoqiao Li, Chao Ren, Rui Zhang, Yan Xu
2025 J jnl
Coded Cooperative Networks for Semi-Decentralized Federated Learning.
IEEE Wirel. Commun. Lett.
Shudi Weng, Ming Xiao, Chao Ren, Mikael Skoglund
2025 J jnl
Computation-Resource-Efficient Task-Oriented Communications.
IEEE Trans. Commun.
Jingwen Fu, Ming Xiao, Chao Ren, Mikael Skoglund
2025 J jnl
Cooperative Gradient Coding.
CoRR
Shudi Weng, Ming Xiao, Chao Ren, Mikael Skoglund
2025 J jnl
Cooperative Gradient Coding.
IEEE Trans. Commun.
Shudi Weng, Chao Ren, Ming Xiao, Mikael Skoglund
2025 J jnl
EVADE: Targeted Adversarial False Data Injection Attacks for State Estimation in Smart Grid.
IEEE Trans. Sustain. Comput.
Jiwei Tian, Chao Shen, Buhong Wang, Chao Ren, Xiaofang Xia, Runze Dong, Tianhao Cheng
2025 A* conf
Efficient Heterogeneity-Aware Federated Active Data Selection.
ICML
Ying-Peng Tang, Chao Ren, Xiaoli Tang, Sheng-Jun Huang, Lizhen Cui, Han Yu
2025 J jnl
Fairness-Aware Multi-Server Federated Learning Task Delegation Over Wireless Networks.
IEEE Trans. Netw. Sci. Eng.
Yulan Gao, Chao Ren, Han Yu, Ming Xiao, Mikael Skoglund
2025 J jnl
GPT-Assisted Multi-View Multi-Label Learning for Non-Intrusive Load Monitoring With Incomplete Labels and Data.
IEEE Trans. Consumer Electron.
Tianjing Wang, Chao Ren, Zhijun Zhang, Zhao Yang Dong
2025 J jnl
Heterogeneity-Aware Client Sampling: A Unified Solution for Consistent Federated Learning.
CoRR
Shudi Weng, Chao Ren, Ming Xiao, Mikael Skoglund
2025 J jnl
QFEVAL: Quantum Federated Ensembled Variational Adaptive Learning for Dynamic Security Assessment in Cyber-Physical Systems.
IEEE J. Sel. Areas Commun.
Chao Ren, Ying-Peng Tang, Yulan Gao, Xian Sun, Kun Fu, Mikael Skoglund, Zhao Yang Dong, Han Yu, Anran Li, Ming Xiao
2025 J jnl
Secure Cooperative Gradient Coding: Optimality, Reliability, and Global Privacy.
CoRR
Shudi Weng, Chao Ren, Yizhou Zhao, Ming Xiao, Mikael Skoglund
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
CoRR
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
IEEE Trans. Knowl. Data Eng.
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Toward Quantum Federated Learning.
IEEE Trans. Neural Networks Learn. Syst.
Chao Ren, Rudai Yan, Huihui Zhu, Han Yu, Minrui Xu, Yuan Shen, Yan Xu, Ming Xiao, Zhao Yang Dong, Mikael Skoglund, Dusit Niyato, Leong Chuan Kwek
2025 A* conf
pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning.
AAAI
Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024 J jnl
Achieving 500X Acceleration for Adversarial Robustness Verification of Tree-Based Smart Grid Dynamic Security Assessment.
IEEE CAA J. Autom. Sinica
Chao Ren, Chunran Zou, Zehui Xiong, Han Yu, Zhao Yang Dong, Dusit Niyato
2024 J jnl
Advances and Open Challenges in Federated Learning with Foundation Models.
CoRR
Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Anran Li, Yulan Gao, Alysa Ziying Tan, Bo Zhao, Xiaoxiao Li, Zengxiang Li, Qiang Yang
2024 A* conf
Dual Calibration-based Personalised Federated Learning.
IJCAI
Xiaoli Tang, Han Yu, Run Tang, Chao Ren, Anran Li, Xiaoxiao Li
2024 J jnl
ESQFL: Digital Twin-Driven Explainable and Secured Quantum Federated Learning for Voltage Stability Assessment in Smart Grids.
IEEE J. Sel. Top. Signal Process.
Chao Ren, Zhao Yang Dong, Han Yu, Minrui Xu, Zehui Xiong, Dusit Niyato
2024 J jnl
Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks.
CoRR
Yulan Gao, Chao Ren, Han Yu
2024 J jnl
Federated Graph Learning with Adaptive Importance-based Sampling.
CoRR
Anran Li, Yuanyuan Chen, Chao Ren, Wenhan Wang, Ming Hu, Tianlin Li, Han Yu, Qingyu Chen
2024 A* conf
Federated Model Heterogeneous Matryoshka Representation Learning.
NeurIPS
Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024 J jnl
Federated Model Heterogeneous Matryoshka Representation Learning.
CoRR
Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024 J jnl
Generative AI-enabled Quantum Computing Networks and Intelligent Resource Allocation.
CoRR
Minrui Xu, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yuan Cao, Yulan Gao, Chao Ren, Han Yu
2024 J jnl
On Credibility of Adversarial Examples Against Learning-Based Grid Voltage Stability Assessment.
IEEE Trans. Dependable Secur. Comput.
Qun Song, Rui Tan, Chao Ren, Yan Xu, Yang Lou, Jianping Wang, Hoay Beng Gooi
2024 J jnl
QFDSA: A Quantum-Secured Federated Learning System for Smart Grid Dynamic Security Assessment.
IEEE Internet Things J.
Chao Ren, Rudai Yan, Minrui Xu, Han Yu, Yan Xu, Dusit Niyato, Zhao Yang Dong
2024 J jnl
SecFedSA: A Secure Differential-Privacy-Based Federated Learning Approach for Smart Cyber-Physical Grid Stability Assessment.
IEEE Internet Things J.
Chao Ren, Han Yu, Rudai Yan, Qiaoqiao Li, Yan Xu, Dusit Niyato, Zhao Yang Dong
2024 — conf
Variational Quantum Circuit and Quantum Key Distribution-Based Quantum Federated Learning: A Case of Smart Grid Dynamic Security Assessment.
ICC
Chao Ren, Minrui Xu, Han Yu, Zehui Xiong, Zhenyong Zhang, Dusit Niyato
2024 J jnl
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning.
CoRR
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024 J jnl
pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning.
CoRR
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2023 J jnl
A Universal Defense Strategy for Data-Driven Power System Stability Assessment Models Under Adversarial Examples.
IEEE Internet Things J.
Chao Ren, Yan Xu
2023 J jnl
EFedDSA: An Efficient Differential Privacy-Based Horizontal Federated Learning Approach for Smart Grid Dynamic Security Assessment.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Chao Ren, Tianjing Wang, Han Yu, Yan Xu, Zhao Yang Dong
2023 J jnl
Towards Quantum Federated Learning.
CoRR
Chao Ren, Han Yu, Rudai Yan, Minrui Xu, Yuan Shen, Huihui Zhu, Dusit Niyato, Zhao Yang Dong, Leong Chuan Kwek
2022 — conf
A Gramian Angular Field Transform-Based Higher-Dimension Data-Driven Method for Post-Fault Short-Term Voltage Stability Assessment.
ISGT Asia
Yuchi Tang, Chao Ren, Rui Zhang, Shuo Ren
2022 J jnl
A Transfer Learning Method for Forecasting Masked-Load With Behind-the-Meter Distributed Energy Resources.
IEEE Trans. Smart Grid
Ziyan Zhou, Yan Xu, Chao Ren
2022 J jnl
Robustness Verification for Machine-Learning-Based Power System Dynamic Security Assessment Models Under Adversarial Examples.
IEEE Trans. Control. Netw. Syst.
Chao Ren, Yan Xu
2022 J jnl
Vulnerability Analysis, Robustness Verification, and Mitigation Strategy for Machine Learning-Based Power System Stability Assessment Model Under Adversarial Examples.
IEEE Trans. Smart Grid
Chao Ren, Xiaoning Du, Yan Xu, Qun Song, Yang Liu, Rui Tan
2021 J jnl
A Hierarchical Data-Driven Method for Event-Based Load Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems.
IEEE Trans. Ind. Informatics
Qiaoqiao Li, Yan Xu, Chao Ren
2021 — conf
Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment.
e-Energy
Qun Song, Rui Tan, Chao Ren, Yan Xu
2020 J jnl
A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems.
IEEE Trans. Ind. Informatics
Chao Ren, Yan Xu, Yuchen Zhang, Rui Zhang