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Junliang Du

Orcid: 0000-0002-2794-2327

According to our database¹, Junliang Du authored at least 50 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Links

On csauthors.net:

Bibliography

2026

Information-theoretic greedy layer-wise training for compact and separable representation learning.

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Signal Process., 2026

Optimizing redundancy of UAVs system by targeting risk-significant components for improved mission success probability.

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Reliab. Eng. Syst. Saf., 2026

A reconstructed three-way conflict analysis model and its application in complex product R&D management.

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Inf. Sci., 2026

Soft-Community Kernel Rényi Spectrum for Semantic Uncertainty Estimation in Large Language Models.

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Entropy, 2026

A novel grey adaptive relational modeling approach for identifying the drivers of renewable energy.

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Eng. Appl. Artif. Intell., 2026

2025

Information-Theoretic Greedy Layer-wise Training for Traffic Sign Recognition.

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CoRR, October, 2025

Unified Representation Learning for Multi-Intent Diversity and Behavioral Uncertainty in Recommender Systems.

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CoRR, September, 2025

Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models.

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CoRR, August, 2025

Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment.

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CoRR, July, 2025

Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies.

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CoRR, May, 2025

Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks.

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CoRR, May, 2025

Grey linguistic term sets for decision-making.

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Ann. Oper. Res., May, 2025

Contrastive and Variational Approaches in Self-Supervised Learning for Complex Data Mining.

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CoRR, April, 2025

Improving Harmful Text Detection with Joint Retrieval and External Knowledge.

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CoRR, April, 2025

A Hybrid CNN-Transformer Model for Heart Disease Prediction Using Life History Data.

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CoRR, March, 2025

A Deep Learning Approach to Interface Color Quality Assessment in HCI.

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CoRR, February, 2025

Multi-Scale Transformer Architecture for Accurate Medical Image Classification.

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CoRR, February, 2025

Contrastive Learning for Cold Start Recommendation with Adaptive Feature Fusion.

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CoRR, February, 2025

A Structured Reasoning Framework for Unbalanced Data Classification Using Probabilistic Models.

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CoRR, February, 2025

RGB-Thermal cameras calibration based on Maximum Index Map.

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Comput. Electr. Eng., 2025

A GRA-based heterogeneous multi-attribute group decision-making method with attribute interactions.

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Francisco Chiclana

Comput. Ind. Eng., 2025

A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection.

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IEEE Access, 2025

Subgraph-Aware Joint Modeling for Graph Classification via Efficient Frequent Pattern Mining and Fusion.

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IEEE Access, 2025

CT-Semi-net: Segmentation of Infected Areas in Lung CT Images Based on Attention Mechanism and Semi-supervised Learning.

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Proceedings of the Bioinformatics Research and Applications - 21st International Symposium, 2025

Interpretable Smart Contract Vulnerability Detection with Graph Information Bottleneck.

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Proceedings of the Neural Information Processing - 32nd International Conference, 2025

DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Minimum Cost Consensus-Based Social Network Group Decision Making With Altruism-Fairness Preferences and Ordered Trust Propagation.

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Francisco Chiclana

IEEE Trans. Syst. Man Cybern. Syst., December, 2024

Implementing a bivariate ordering and replacement policy for deteriorating systems with two failure types.

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Int. Trans. Oper. Res., July, 2024

Enhancing Quality Function Deployment Through the Integration of Rough Set and Ordinal Priority Approach: A Case Study in Electric Vehicle Manufacturing.

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Saad Ahmed Javed

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IEEE Trans. Engineering Management, 2024

Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing.

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CoRR, 2024

Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled Data.

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CoRR, 2024

Enhancing Few-Shot Learning with Integrated Data and GAN Model Approaches.

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CoRR, 2024

Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs.

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CoRR, 2024

Deep Learning with HM-VGG: AI Strategies for Multi-modal Image Analysis.

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CoRR, 2024

Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm.

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CoRR, 2024

Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation.

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Proceedings of the 5th International Conference on Big Data & Artificial Intelligence & Software Engineering, 2024

2023

Grey relational analysis model with cross-sequences and its application in evaluating air quality index.

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Expert Syst. Appl., December, 2023

Optimizing the Spare Unit Ordering Strategies for Replacement Under Constrained Availability From a Mathematical Perspective.

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IEEE Trans. Syst. Man Cybern. Syst., 2023

Gibbs Priors for Bayesian Nonparametric Variable Selection with Weak Learners.

[DOI]

Antonio R. Linero

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J. Comput. Graph. Stat., 2023

A novel fractional-order discrete grey Gompertz model for analyzing the aging population in Jiangsu Province, China.

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R. M. Kapila Tharanga Rathnayaka

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Grey Syst. Theory Appl., 2023

Three-way failure mode and effect analysis approach for reliability management in multigranular unbalanced linguistic contexts.

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Comput. Ind. Eng., 2023

2022

A novel approach to three-way conflict analysis and resolution with Pythagorean fuzzy information.

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Inf. Sci., 2022

Grey variable dual precision rough set model and its application.

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Grey Syst. Theory Appl., 2022

A limited cost consensus approach with fairness concern and its application.

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Eur. J. Oper. Res., 2022

2021

A novel grey multi-criteria three-way decisions model and its application.

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Comput. Ind. Eng., 2021

2019

Three way decisions based grey incidence analysis clustering approach for panel data and its application.

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Jeffrey Yi-Lin Forrest

Kybernetes, 2019

An improved grey group decision-making approach.

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Appl. Soft Comput., 2019

Incorporating Grouping Information into Bayesian Decision Tree Ensembles.

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Antonio R. Linero

Proceedings of the 36th International Conference on Machine Learning, 2019

Interaction Detection with Bayesian Decision Tree Ensembles.

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Antonio R. Linero

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

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