Keke Huang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 96

Top Topics

Dictionary Learning

Compressive Sensing

Industrial Process

Top Venues

IEEE Trans. Instrum. Meas.

Appl. Math. Comput.

IEEE Trans Autom. Sci. Eng.

Publications

Keke Huang, Shujie Wu, Bei Sun, Chunhua Yang, Weihua Gui
Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Bei Sun, Maosen Fan, Gengchen Liu, Mingjie Lv, Shengyu Liu, Mingfang He, Keke Huang, Chunhua Yang
A Dynamics-Learning Multirate Estimation Approach for the Feeding Condition Perception of Complex Industry Processes. IEEE Trans. Cybern. 54 (5) (2024)
Wenfeng Deng, Zili Xiang, Keke Huang, Jie Liu, Chunhua Yang, Weihua Gui
Detecting Intelligent Load Redistribution Attack Based on Power Load Pattern Learning in Cyber-Physical Power Systems. IEEE Trans. Ind. Electron. 71 (6) (2024)
Shugang Li, Renhu Bu, Shuang Li, Chi Harold Liu, Keke Huang
Principal Properties Attention Matching for Partial Domain Adaptation in Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Keke Huang, Shijun Tao, Dehao Wu, Chunhua Yang, Weihua Gui
Robust condition identification against label noise in industrial processes based on trusted connection dictionary learning. Reliab. Eng. Syst. Saf. 247 (2024)
Keke Huang, Wencai Cao, Hoang Ta, Xiaokui Xiao, Pietro Liò
Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach. WWW (2024)
Keke Huang, Yu Guang Wang, Ming Li, Pietro Liò
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing. CoRR (2024)
Keke Huang, Ruize Gao, Bogdan Cautis, Xiaokui Xiao
Scalable Continuous-time Diffusion Framework for Network Inference and Influence Estimation. CoRR (2024)
Keke Huang, Shijun Tao, Dehao Wu, Chunhua Yang, Weihua Gui
Physical Informed Sparse Learning for Robust Modeling of Distributed Parameter System and Its Industrial Applications. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Keke Huang, Ruize Gao, Bogdan Cautis, Xiaokui Xiao
Scalable Continuous-time Diffusion Framework for Network Inference and Influence Estimation. WWW (2024)
Keke Huang, Yanwei Tang, Xinyi Liu, Dehao Wu, Chunhua Yang, Weihua Gui
Knowledge-Informed Neural Network for Nonlinear Model Predictive Control With Industrial Applications. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Zeyi Liu, Dehao Wu, Keke Huang, Chunhua Yang, Weihua Gui
Fault Diagnosis of Complex Industrial Systems Based on Multi-Granularity Dictionary Learning and Its Application. IEEE Trans Autom. Sci. Eng. 21 (1) (2024)
Chunhua Yang, Zhijie Wang, Keke Huang, Weihua Gui
Physical-Knowledge Embedded Convolutional Neural Network for Aluminum Electrolysis Superheat Degree Identification. IEEE Trans. Ind. Electron. 71 (8) (2024)
Weichao Luo, Chunhua Yang, Xiaojun Liang, Chaobo Zhang, Keke Huang, Weihua Gui
Digital twin driven soft sensing for key variables in zinc rotary kiln. IEEE Trans. Ind. Informatics 20 (4) (2024)
Keke Huang, Zui Tao, Yishun Liu, Dehao Wu, Chunhua Yang, Weihua Gui
Error-Triggered Adaptive Sparse Identification for Predictive Control and Its Application to Multiple Operating Conditions Processes. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Keke Huang, Wencai Cao, Hoang Ta, Xiaokui Xiao, Pietro Liò
Optimizing Polynomial Graph Filters: A Novel Adaptive Krylov Subspace Approach. CoRR (2024)
Xiaolei Du, Huabo Liu, Haisheng Yu, Keke Huang
Robust Fusion Estimation Under Data-Driven Transmission Strategy for Multisensor Systems With Random Packet Drops. IEEE Trans. Instrum. Meas. 73 (2024)
Yichi Zhang, Chunhua Yang, Keke Huang, Yonggang Li
Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Yishun Liu, Keke Huang, Chunhua Yang, Zhen Wang
Distributed Network Reconstruction Based on Binary Compressed Sensing via ADMM. IEEE Trans. Netw. Sci. Eng. 10 (4) (2023)
Keke Huang, Shijun Tao, Dehao Wu, Chunhua Yang, Weihua Gui, Shiyan Hu
Trustworthiness of Process Monitoring in IIoT Based on Self-Weighted Dictionary Learning. IEEE Trans. Ind. Informatics 19 (1) (2023)
Cunnian Gao, Hao Ren, Wei Cui, Xiaojun Liang, Chunhua Yang, Weihua Gui, Bei Sun, Keke Huang
An Ontology for Industrial Intelligent Model Library and Its Distributed Computing Application. ICONIP (11) (2023)
Ziyuan Wang, Can Zhou, Yishun Liu, Keke Huang, Chunhua Yang
Cluster-based industrial KPIs forecasting considering the periodicity and holiday effect using LSTM network and MSVR. Adv. Eng. Informatics 56 (2023)
Keke Huang, Yongyan Guo
Interactive Design of Auxiliary Makeup APP for People with Abnormal Color Perception Based on the Concept of "Inclusive Design". HCI (10) (2023)
Keke Huang, Zui Tao, Yishun Liu, Bei Sun, Chunhua Yang, Weihua Gui, Shiyan Hu
Adaptive Multimode Process Monitoring Based on Mode-Matching and Similarity-Preserving Dictionary Learning. IEEE Trans. Cybern. 53 (6) (2023)
Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao
Node-wise Diffusion for Scalable Graph Learning. CoRR (2023)
Jiangtao Liao, Huidan Hu, Keke Huang, Huasong Jin, Changlu Lin
LDfuzz: A Directed Greybox Fuzzer for Solidity Smart Contract. MSN (2023)
Keke Huang, Peng Wang, Ke Wei, Dehao Wu, Chunhua Yang, Weihua Gui
Rotary Kiln Temperature Control Under Multiple Operating Conditions: an Error-Triggered Adaptive Model Predictive Control Solution. IEEE Trans. Control. Syst. Technol. 31 (6) (2023)
Keke Huang, Pietro Liò
An Effective Universal Polynomial Basis for Spectral Graph Neural Networks. CoRR (2023)
Wenfeng Deng, Yuxuan Li, Keke Huang, Dehao Wu, Chunhua Yang, Weihua Gui
LSTMED: An uneven dynamic process monitoring method based on LSTM and Autoencoder neural network. Neural Networks 158 (2023)
Keke Huang, Xinyi Liu, Fanbiao Li, Chunhua Yang, Okyay Kaynak, Tingwen Huang
A Federated Dictionary Learning Method for Process Monitoring With Industrial Applications. IEEE Trans. Artif. Intell. 4 (5) (2023)
Hewen Wang, Renchi Yang, Keke Huang, Xiaokui Xiao
Efficient and Effective Edge-wise Graph Representation Learning. KDD (2023)
Keke Huang, Li Zhang, Dehao Wu, Chunhua Yang, Weihua Gui
Nonstationary Industrial Process Monitoring Based on Stationary Projective Dictionary Learning. IEEE Trans. Control. Syst. Technol. 31 (3) (2023)
Yichi Zhang, Chunhua Yang, Keke Huang, Can Zhou, Yonggang Li
Robust Structure Identification of Industrial Cyber-Physical System From Sparse Data: A Network Science Perspective. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Keke Huang, Ke Wei, Fanbiao Li, Chunhua Yang, Weihua Gui
LSTM-MPC: A Deep Learning Based Predictive Control Method for Multimode Process Control. IEEE Trans. Ind. Electron. 70 (11) (2023)
Yishun Liu, Chunhua Yang, Keke Huang, Weihua Gui, Shiyan Hu
A Systematic Procurement Supply Chain Optimization Technique Based on Industrial Internet of Things and Application. IEEE Internet Things J. 10 (8, April 15) (2023)
Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao
Node-wise Diffusion for Scalable Graph Learning. WWW (2023)
Lei Ren, Yuxin Liu, Di Huang, Keke Huang, Chunhua Yang
MCTAN: A Novel Multichannel Temporal Attention-Based Network for Industrial Health Indicator Prediction. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Fengrun Tang, Yonggang Li, Xiaojun Liang, Chaobo Zhang, Keke Huang, Chunhua Yang
Temperature Field Prediction Model for Zinc Oxide Rotary Volatile Kiln Based on the Fusion of Thermodynamics and Infrared Images. IEEE Trans. Instrum. Meas. 72 (2023)
Zizhang Wu, Man Wang, Weiwei Sun, Yuchen Li, Tianhao Xu, Fan Wang, Keke Huang
CAT: Learning to collaborate channel and spatial attention from multi-information fusion. IET Comput. Vis. 17 (3) (2023)
Wenfeng Deng, Chunhua Yang, Ke Wei, Keke Huang
Operation Output-Feedback Predictive Control Based on Model Order Reduction and Predictive Optimization in Industrial Processes. IECON (2023)
Can Zhou, Tianhao Liu, Hongqiu Zhu, Fanbiao Li, Keke Huang, Bei Sun, Yancho Todorov
A Multiple Light Scenes Suited Turbidity Analysis Method Based on Image Recognition and Information Fusion. IEEE Trans. Instrum. Meas. 71 (2022)
Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao
Scalable and Effective Bipartite Network Embedding. SIGMOD Conference (2022)
Keke Huang, Shijun Tao, Yishun Liu, Chunhua Yang, Weihua Gui
Label propagation dictionary learning based process monitoring method for industrial process with between-mode similarity. Sci. China Inf. Sci. 65 (1) (2022)
Zizhang Wu, Man Wang, Weiwei Sun, Yuchen Li, Tianhao Xu, Fan Wang, Keke Huang
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion. CoRR (2022)
Keke Huang, Zui Tao, Chen Wang, Tianxu Guo, Chunhua Yang, Weihua Gui
Cloud-Edge Collaborative Method for Industrial Process Monitoring Based on Error-Triggered Dictionary Learning. IEEE Trans. Ind. Informatics 18 (12) (2022)
Chen Wang, Yonggang Li, Keke Huang, Chunhua Yang, Weihua Gui
VAE4RSS: A VAE-based neural network approach for robust soft sensor with application to zinc roasting process. Eng. Appl. Artif. Intell. 114 (2022)
Xiaoping Zheng, Wenhan Wu, Wenfeng Deng, Chunhua Yang, Keke Huang
Reconstruction of Tree Network via Evolutionary Game Data Analysis. IEEE Trans. Cybern. 52 (7) (2022)
Keke Huang, Haofei Wen, Chunhua Yang, Weihua Gui, Shiyan Hu
Outlier Detection for Process Monitoring in Industrial Cyber-Physical Systems. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Keke Huang, Ke Wei, Yonggang Li, Chunhua Yang, Weihua Gui
Static and Dynamic Joint Analysis for Operation Condition Division of Industrial Process With Incremental Learning. IEEE Internet Things J. 9 (22) (2022)
Keke Huang, Li Zhang, Chunhua Yang, Weihua Gui, Shiyan Hu
Unified Stationary and Nonstationary Data Representation for Process Monitoring in IIoT. IEEE Trans. Instrum. Meas. 71 (2022)
Keke Huang, Zui Tao, Bei Sun, Chunhua Yang, Weihua Gui
Industrial Process Modeling and Monitoring Based on Jointly Specific and Shared Dictionary Learning. IEEE Trans. Instrum. Meas. 71 (2022)
Keke Huang, Shuo Li, Wenfeng Deng, Zhaofei Yu, Lei Ma
Structure inference of networked system with the synergy of deep residual network and fully connected layer network. Neural Networks 145 (2022)
Keke Huang, Shujie Wu, Fanbiao Li, Chunhua Yang, Weihua Gui
Fault Diagnosis of Hydraulic Systems Based on Deep Learning Model With Multirate Data Samples. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Keke Huang, Haofei Wen, Han Liu, Chunhua Yang, Weihua Gui
A geometry constrained dictionary learning method for industrial process monitoring. Inf. Sci. 546 (2021)
Huiping Liang, Chunhua Yang, Keke Huang, Yonggang Li, Weihua Gui
A Hybrid First Principles and Data-Driven Process Monitoring Method for Zinc Smelting Roasting Process. IEEE Trans. Instrum. Meas. 70 (2021)
Yichi Zhang, Chunhua Yang, Keke Huang, Marko Jusup, Zhen Wang, Xuelong Li
Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering. IEEE Trans. Emerg. Top. Comput. Intell. 5 (6) (2021)
Keke Huang, Wei Ke, Longfei Zhou, Yonggang Li, Chunhua Yang
Multimode Process Monitoring and Mode Identification Based on Multiple Dictionary Learning. IEEE Trans. Instrum. Meas. 70 (2021)
Tianyuan Jin, Keke Huang, Jing Tang, Xiaokui Xiao
Optimal Streaming Algorithms for Multi-Armed Bandits. ICML (2021)
Keke Huang, Wei Ke, Yonggang Li, Chunhua Yang
Distributed dictionary learning for industrial process monitoring with big data. Appl. Intell. 51 (11) (2021)
Ziwei Deng, Zhuoyue Wang, Zhaohui Tang, Keke Huang, Hongqiu Zhu
A deep transfer learning method based on stacked autoencoder for cross-domain fault diagnosis. Appl. Math. Comput. 408 (2021)
Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao
Effective and Scalable Clustering on Massive Attributed Graphs. WWW (2021)
Keke Huang, Zili Xiang, Wenfeng Deng, Chunhua Yang, Zhen Wang
False Data Injection Attacks Detection in Smart Grid: A Structural Sparse Matrix Separation Method. IEEE Trans. Netw. Sci. Eng. 8 (3) (2021)
Tianyuan Jin, Jing Tang, Pan Xu, Keke Huang, Xiaokui Xiao, Quanquan Gu
Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits. ICML (2021)
Can Zhou, Wentao Yu, Keke Huang, Hongqiu Zhu, Yonggang Li, Chunhua Yang, Bei Sun
A New Model Transfer Strategy Among Spectrometers Based on SVR Parameter Calibrating. IEEE Trans. Instrum. Meas. 70 (2021)
Keke Huang, Yiming Wu, Chen Wang, Yongfang Xie, Chunhua Yang, Weihua Gui
A Projective and Discriminative Dictionary Learning for High-Dimensional Process Monitoring With Industrial Applications. IEEE Trans. Ind. Informatics 17 (1) (2021)
Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao
Effective and Scalable Clustering on Massive Attributed Graphs. CoRR (2021)
Tianyuan Jin, Yu Yang, Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao
Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization. Proc. VLDB Endow. 14 (10) (2021)
Jingchao Dai, Keke Huang, Yishun Liu, Chunhua Yang, Zhen Wang
Global Reconstruction of Complex Network Topology via Structured Compressive Sensing. IEEE Syst. J. 15 (2) (2021)
Keke Huang, Zhen Wang, Marko Jusup
Incorporating Latent Constraints to Enhance Inference of Network Structure. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim
Efficient approximation algorithms for adaptive influence maximization. VLDB J. 29 (6) (2020)
Zhaofei Yu, Shangqi Guo, Fei Deng, Qi Yan, Keke Huang, Jian K. Liu, Feng Chen
Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All. IEEE Trans. Cybern. 50 (3) (2020)
Keke Huang, Zili Xiang, Wenfeng Deng, Xiaoqi Tan, Chunhua Yang
Reweighted Compressed Sensing-Based Smart Grids Topology Reconstruction With Application to Identification of Power Line Outage. IEEE Syst. J. 14 (3) (2020)
Keke Huang, Yiming Wu, Chunhua Yang, Gongzhuang Peng, Weiming Shen
Structure Dictionary Learning-Based Multimode Process Monitoring and its Application to Aluminum Electrolysis Process. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Peng Lin, Gang Li, Keke Huang
Position-constrained containment for second-order discrete-time multi-agent systems. Syst. Control. Lett. 142 (2020)
Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. ICDE (2020)
Keke Huang, Shuo Li, Penglin Dai, Zhen Wang, Zhaofei Yu
SDARE: A stacked denoising autoencoder method for game dynamics network structure reconstruction. Neural Networks 126 (2020)
Keke Huang, Jing Tang, Kai Han, Xiaokui Xiao, Wei Chen, Aixin Sun, Xueyan Tang, Andrew Lim
Efficient Approximation Algorithms for Adaptive Influence Maximization. CoRR (2020)
Kai Han, Yuntian He, Keke Huang, Xiaokui Xiao, Shaojie Tang, Jingxin Xu, Liusheng Huang
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks. IEEE Trans. Knowl. Data Eng. 32 (12) (2020)
Yishun Liu, Chunhua Yang, Keke Huang, Weihua Gui
Non-ferrous metals price forecasting based on variational mode decomposition and LSTM network. Knowl. Based Syst. 188 (2020)
Keke Huang, Haofei Wen, Can Zhou, Chunhua Yang, Weihua Gui
Transfer Dictionary Learning Method for Cross-Domain Multimode Process Monitoring and Fault Isolation. IEEE Trans. Instrum. Meas. 69 (11) (2020)
Zhaoke Huang, Chunhua Yang, Xiaofang Chen, Keke Huang, Yongfang Xie
Adaptive over-sampling method for classification with application to imbalanced datasets in aluminum electrolysis. Neural Comput. Appl. 32 (11) (2020)
Gongzhuang Peng, Hongwei Wang, Heming Zhang, Keke Huang
A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge. Adv. Eng. Informatics 42 (2019)
Chunhua Yang, Longfei Zhou, Keke Huang, Hongquan Ji, Cheng Long, Xiaofang Chen, Yongfang Xie
Multimode process monitoring based on robust dictionary learning with application to aluminium electrolysis process. Neurocomputing 332 (2019)
Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim
Efficient Approximation Algorithms for Adaptive Seed Minimization. CoRR (2019)
Zili Xiang, Keke Huang, Wenfeng Deng, Chunhua Yang
Blind Topology Identification for Smart Grid Based on Dictionary Learning. SSCI (2019)
Jing Tang, Keke Huang, Xiaokui Xiao, Laks V. S. Lakshmanan, Xueyan Tang, Aixin Sun, Andrew Lim
Efficient Approximation Algorithms for Adaptive Seed Minimization. SIGMOD Conference (2019)
Keke Huang, Jing Tang, Xiaokui Xiao, Aixin Sun, Andrew Lim
Efficient Approximation Algorithms for Adaptive Target Profit Maximization. CoRR (2019)
Keke Huang, Xiaofang Chen, Zhaofei Yu, Chunhua Yang, Weihua Gui
Heterogeneous cooperative belief for social dilemma in multi-agent system. Appl. Math. Comput. 320 (2018)
Wenfeng Deng, Keke Huang, Chunhua Yang, Hongqiu Zhu, Zhaofei Yu
Promote of cooperation in networked multiagent system based on fitness control. Appl. Math. Comput. 339 (2018)
Kai Han, Keke Huang, Xiaokui Xiao, Jing Tang, Aixin Sun, Xueyan Tang
Efficient Algorithms for Adaptive Influence Maximization. Proc. VLDB Endow. 11 (9) (2018)
Xueqing Zhao, Keke Huang, Xiaoming Wang, Meihong Shi, Xinjuan Zhu, Quanli Gao, Zhaofei Yu
Reaction-diffusion equation based image restoration. Appl. Math. Comput. 338 (2018)
Keke Huang, Xiaoping Zheng
A weighted evolving network model for pedestrian evacuation. Appl. Math. Comput. 298 (2017)
Wei Lu, Xiaokui Xiao, Amit Goyal, Keke Huang, Laks V. S. Lakshmanan
Refutations on "Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study". CoRR (2017)
Keke Huang, Xiaoping Zheng, Yuan Cheng, Yeqing Yang
Behavior-based cellular automaton model for pedestrian dynamics. Appl. Math. Comput. 292 (2017)
Keke Huang, Sibo Wang, Glenn S. Bevilacqua, Xiaokui Xiao, Laks V. S. Lakshmanan
Revisiting the Stop-and-Stare Algorithms for Influence Maximization. Proc. VLDB Endow. 10 (9) (2017)
Guangyuan Wu, Fangming Liu, Haowen Tang, Keke Huang, Qixia Zhang, Zhenhua Li, Ben Y. Zhao, Hai Jin
On the performance of cloud storage applications with global measurement. IWQoS (2016)
Keke Huang, Xiaoping Zheng, Yeqing Yang, Tao Wang
Behavioral evolution in evacuation crowd based on heterogeneous rationality of small groups. Appl. Math. Comput. 266 (2015)
Keke Huang, Xiaoping Zheng, Yunpeng Su
Effect of heterogeneous sub-populations on the evolution of cooperation. Appl. Math. Comput. 270 (2015)