Zeyi Liu

Orcid: 0000-0003-2177-8906

Affiliations:
  • Tsinghua University, Department of Automation, Beijing, China
  • Chongqing University, School of Big Data and Software Engineering, Chongqing, China


According to our database1, Zeyi Liu authored at least 34 papers between 2019 and 2025.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Awesome-OL: An Extensible Toolkit for Online Learning.
CoRR, July, 2025

Rethinking the Role of Operating Conditions for Learning-based Multi-condition Fault Diagnosis.
CoRR, June, 2025

A Hierarchical Cross-Modal Spatial Fusion Network for Multimodal Emotion Recognition.
IEEE Trans. Artif. Intell., May, 2025

CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment.
IEEE Trans. Neural Networks Learn. Syst., March, 2025

Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety Assessment.
CoRR, March, 2025

Contrastive Preference-Guided Active Learning Approach Based on Ranking Correlation for Real-Time Safety Assessment.
IEEE Trans Autom. Sci. Eng., 2025

Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and Prospects.
IEEE Trans Autom. Sci. Eng., 2025

A dynamic anchor-based online semi-supervised learning approach for fault diagnosis under variable operating conditions.
Neurocomputing, 2025

2024
Online Dynamic Hybrid Broad Learning System for Real-Time Safety Assessment of Dynamic Systems.
IEEE Trans. Knowl. Data Eng., December, 2024

A Discrimination-Guided Active Learning Method Based on Marginal Representations for Industrial Compound Fault Diagnosis.
IEEE Trans Autom. Sci. Eng., October, 2024

Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for Social Network Group Decision Making.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

A Real-Time Adaptive Fault Diagnosis Scheme for Dynamic Systems With Performance Degradation.
IEEE Trans. Reliab., June, 2024

Dynamic Model Interpretation-Guided Online Active Learning Scheme for Real-Time Safety Assessment.
IEEE Trans. Cybern., May, 2024

Evidential Ensemble Preference-Guided Learning Approach for Real-Time Multimode Fault Diagnosis.
IEEE Trans. Ind. Informatics, April, 2024

Dynamic Submodular-Based Learning Strategy in Imbalanced Drifting Streams for Real-Time Safety Assessment in Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

A Robust Evidential Multisource Data Fusion Approach Based on Cooperative Game Theory and Its Application in EEG.
IEEE Trans. Syst. Man Cybern. Syst., February, 2024

Imbalanced Real-Time Fault Diagnosis Based on Minority-Prioritized Online Semi-Supervised Random Vector Functional Link Network.
IEEE Trans. Instrum. Meas., 2024

Multi-mode fault diagnosis datasets of gearbox under variable working conditions.
CoRR, 2024

2023
An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Real-Time Safety Assessment for Dynamic Systems With Limited Memory and Annotations.
IEEE Trans. Intell. Transp. Syst., September, 2023

Fault Diagnosis of Rotating Machinery With Limited Expert Interaction: A Multicriteria Active Learning Approach Based on Broad Learning System.
IEEE Trans. Control. Syst. Technol., March, 2023

Ivrr-PPG: An Illumination Variation Robust Remote-PPG Algorithm for Monitoring Heart Rate of Drivers.
IEEE Trans. Instrum. Meas., 2023

An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System.
CoRR, 2023

Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques.
Proceedings of the CAA Symposium on Fault Detection, 2023

2022
Measure-Based Group Decision-Making With Principle-Guided Social Interaction Influence for Incomplete Information: A Game Theoretic Perspective.
IEEE Trans. Fuzzy Syst., 2022

CADM: Confusion Model-Based Detection Method for Real-Drift in Chunk Data Stream.
Proceedings of the Sensor Systems and Software - 13th EAI International Conference, 2022

2021
A Generalized Golden Rule Representative Value for Multiple-Criteria Decision Analysis.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Safety Assessment of Dynamic Systems: An Evidential Group Interaction-Based Fusion Design.
IEEE Trans. Instrum. Meas., 2021

A dynamic group MCDM model with intuitionistic fuzzy set: Perspective of alternative queuing method.
Inf. Sci., 2021

Network-based evidential three-way theoretic model for large-scale group decision analysis.
Inf. Sci., 2021

2020
An intuitionistic linguistic MCDM model based on probabilistic exceedance method and evidence theory.
Appl. Intell., 2020

2019
An interval-valued exceedance method in MCDM with uncertain satisfactions.
Int. J. Intell. Syst., 2019

An Intuitionistic Evidential Method for Weight Determination in FMEA Based on Belief Entropy.
Entropy, 2019

An Evidential Aggregation Method of Intuitionistic Fuzzy Sets Based on Belief Entropy.
IEEE Access, 2019


  Loading...