Zeyi Liu

42 papers C 1Journal 40Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
InspecSafe-V1: A Multimodal Benchmark for Safety Assessment in Industrial Inspection Scenarios.
CoRR
Zeyi Liu, Shuang Liu, Jihai Min, Zhaoheng Zhang, Jun Cen, Pengyu Han, Songqiao Hu, Zihan Meng, Xiao He, Donghua Zhou
2026 J jnl
Multi-mode Fault Diagnosis Datasets of Three-phase Asynchronous Motor Under Variable Working Conditions.
CoRR
Shijin Chen, Zeyi Liu, Chenyang Li, Dongliang Zou, Xiao He, Donghua Zhou
2025 J jnl
A Hierarchical Cross-Modal Spatial Fusion Network for Multimodal Emotion Recognition.
IEEE Trans. Artif. Intell.
Ming Xu, Tuo Shi, Hao Zhang, Zeyi Liu, Xiao He
2025 J jnl
A dynamic anchor-based online semi-supervised learning approach for fault diagnosis under variable operating conditions.
Neurocomputing
Wei Li, Zeyi Liu, Pengyu Han, Xiao He, Limin Wang, Tao Zhang
2025 J jnl
Awesome-OL: An Extensible Toolkit for Online Learning.
CoRR
Zeyi Liu, Songqiao Hu, Pengyu Han, Jiaming Liu, Xiao He
2025 J jnl
CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment.
IEEE Trans. Neural Networks Learn. Syst.
Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He
2025 J jnl
Contrastive Preference-Guided Active Learning Approach Based on Ranking Correlation for Real-Time Safety Assessment.
IEEE Trans Autom. Sci. Eng.
Zeyi Liu, Xiao He
2025 J jnl
Factorization-Based Broad Learning System With Time-Dependent Structure.
IEEE Trans. Neural Networks Learn. Syst.
Chen Li, Zeyi Liu, Xiao He, Pengyu Han
2025 J jnl
Incremental Learning-Enabled Fault Diagnosis of Dynamic Systems: A Comprehensive Review.
IEEE Trans. Cybern.
Zeyi Liu, Xiao He, Biao Huang, Donghua Zhou
2025 J jnl
Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and Prospects.
IEEE Trans Autom. Sci. Eng.
Pengyu Han, Zeyi Liu, Xiao He, Steven X. Ding, Donghua Zhou
2025 J jnl
Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety Assessment.
CoRR
Songqiao Hu, Zeyi Liu, Xiao He
2025 J jnl
Rethinking the Role of Operating Conditions for Learning-based Multi-condition Fault Diagnosis.
CoRR
Pengyu Han, Zeyi Liu, Shijin Chen, Dongliang Zou, Xiao He
2025 J jnl
VLSA: Vision-Language-Action Models with Plug-and-Play Safety Constraint Layer.
CoRR
Songqiao Hu, Zeyi Liu, Shuang Liu, Jun Cen, Zihan Meng, Xiao He
2024 J jnl
A Discrimination-Guided Active Learning Method Based on Marginal Representations for Industrial Compound Fault Diagnosis.
IEEE Trans Autom. Sci. Eng.
Zeyi Liu, Jingfei Zhang, Xiao He
2024 J jnl
A Real-Time Adaptive Fault Diagnosis Scheme for Dynamic Systems With Performance Degradation.
IEEE Trans. Reliab.
Xiao He, Chen Li, Zeyi Liu
2024 J jnl
A Robust Evidential Multisource Data Fusion Approach Based on Cooperative Game Theory and Its Application in EEG.
IEEE Trans. Syst. Man Cybern. Syst.
Zeyi Liu, Fuyuan Xiao, Chin-Teng Lin, Zehong Cao
2024 J jnl
Dynamic Model Interpretation-Guided Online Active Learning Scheme for Real-Time Safety Assessment.
IEEE Trans. Cybern.
Xiao He, Zeyi Liu
2024 J jnl
Dynamic Submodular-Based Learning Strategy in Imbalanced Drifting Streams for Real-Time Safety Assessment in Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst.
Zeyi Liu, Xiao He
2024 J jnl
Evidential Ensemble Preference-Guided Learning Approach for Real-Time Multimode Fault Diagnosis.
IEEE Trans. Ind. Informatics
Zeyi Liu, Chen Li, Xiao He
2024 J jnl
Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for Social Network Group Decision Making.
IEEE Trans. Emerg. Top. Comput. Intell.
Zeyi Liu, Tao Wen, Yong Deng, Hamido Fujita
2024 J jnl
Imbalanced Real-Time Fault Diagnosis Based on Minority-Prioritized Online Semi-Supervised Random Vector Functional Link Network.
IEEE Trans. Instrum. Meas.
Pengyu Han, Shijin Chen, Zeyi Liu, Xiao He
2024 J jnl
Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and Prospects.
CoRR
Pengyu Han, Zeyi Liu, Xiao He, Steven X. Ding, Donghua Zhou
2024 J jnl
Multi-mode fault diagnosis datasets of gearbox under variable working conditions.
CoRR
Shijin Chen, Zeyi Liu, Xiao He, Dongliang Zou, Donghua Zhou
2024 J jnl
Online Dynamic Hybrid Broad Learning System for Real-Time Safety Assessment of Dynamic Systems.
IEEE Trans. Knowl. Data Eng.
Zeyi Liu, Xiao He
2023 J jnl
An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System.
CoRR
Chen Li, Zeyi Liu, Limin Wang, Minyue Li, Xiao He
2023 J jnl
An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst.
Zeyi Liu, Yi Zhang, Zhongjun Ding, Xiao He
2023 J jnl
CADM: Confusion Model-based Detection Method for Real-drift in Chunk Data Stream.
CoRR
Songqiao Hu, Zeyi Liu, Xiao He
2023 J jnl
Fault Diagnosis of Rotating Machinery With Limited Expert Interaction: A Multicriteria Active Learning Approach Based on Broad Learning System.
IEEE Trans. Control. Syst. Technol.
Zeyi Liu, Jingfei Zhang, Xiao He, Qinghua Zhang, Guoxi Sun, Donghua Zhou
2023 J jnl
Ivrr-PPG: An Illumination Variation Robust Remote-PPG Algorithm for Monitoring Heart Rate of Drivers.
IEEE Trans. Instrum. Meas.
Ming Xu, Guang Zeng, Yongjun Song, Yue Cao, Zeyi Liu, Xiao He
2023 J jnl
Real-Time Safety Assessment for Dynamic Systems With Limited Memory and Annotations.
IEEE Trans. Intell. Transp. Syst.
Zeyi Liu, Xiao He
2023 C conf
Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques.
SAFEPROCESS
Zeyi Liu, Songqiao Hu, Xiao He
2023 J jnl
Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques.
CoRR
Zeyi Liu, Songqiao Hu, Xiao He
2022 — conf
CADM: Confusion Model-Based Detection Method for Real-Drift in Chunk Data Stream.
S-CUBE
Songqiao Hu, Zeyi Liu, Xiao He
2022 J jnl
Measure-Based Group Decision-Making With Principle-Guided Social Interaction Influence for Incomplete Information: A Game Theoretic Perspective.
IEEE Trans. Fuzzy Syst.
Zeyi Liu, Yong Deng, Ronald R. Yager
2021 J jnl
A Generalized Golden Rule Representative Value for Multiple-Criteria Decision Analysis.
IEEE Trans. Syst. Man Cybern. Syst.
Zeyi Liu, Fuyuan Xiao, Chin-Teng Lin, Byeong Ho Kang, Zehong Cao
2021 J jnl
A dynamic group MCDM model with intuitionistic fuzzy set: Perspective of alternative queuing method.
Inf. Sci.
Ran Tao, Zeyi Liu, Rui Cai, Kang Hao Cheong
2021 J jnl
Network-based evidential three-way theoretic model for large-scale group decision analysis.
Inf. Sci.
Zeyi Liu, Xiao He, Yong Deng
2021 J jnl
Safety Assessment of Dynamic Systems: An Evidential Group Interaction-Based Fusion Design.
IEEE Trans. Instrum. Meas.
Zeyi Liu, Yong Deng, Yi Zhang, Zhongjun Ding, Xiao He
2020 J jnl
An intuitionistic linguistic MCDM model based on probabilistic exceedance method and evidence theory.
Appl. Intell.
Zeyi Liu, Fuyuan Xiao
2019 J jnl
An Evidential Aggregation Method of Intuitionistic Fuzzy Sets Based on Belief Entropy.
IEEE Access
Zeyi Liu, Fuyuan Xiao
2019 J jnl
An Intuitionistic Evidential Method for Weight Determination in FMEA Based on Belief Entropy.
Entropy
Zeyi Liu, Fuyuan Xiao
2019 J jnl
An interval-valued exceedance method in MCDM with uncertain satisfactions.
Int. J. Intell. Syst.
Zeyi Liu, Fuyuan Xiao