Junliang Du

47 papers A* 1A 1Journal 40Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel grey adaptive relational modeling approach for identifying the drivers of renewable energy.
Eng. Appl. Artif. Intell.
Honghua Wu, Aqin Hu, Yingjie Yang, Lianyi Liu, Junliang Du
2026 J jnl
A reconstructed three-way conflict analysis model and its application in complex product R&D management.
Inf. Sci.
Junliang Du, Zhen-Song Chen, Ke-Dong Yin, Yu Feng, Yong Liu
2026 J jnl
Optimizing redundancy of UAVs system by targeting risk-significant components for improved mission success probability.
Reliab. Eng. Syst. Saf.
Jingru Zhang, Qin Zhang, Jun Wu, Junliang Du, Yu Liu
2025 J jnl
A Deep Learning Approach to Interface Color Quality Assessment in HCI.
CoRR
Shixiao Wang, Runsheng Zhang, Junliang Du, Ran Hao, Jiacheng Hu
2025 J jnl
A GRA-based heterogeneous multi-attribute group decision-making method with attribute interactions.
Comput. Ind. Eng.
Yu Feng, Yaoguo Dang, Junjie Wang, Junliang Du, Francisco Chiclana
2025 J jnl
A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection.
IEEE Access
Xu Yan, Junliang Du, Xuan Li, Xiaoye Wang, Xiaoxuan Sun, Pochun Li, Hongye Zheng
2025 J jnl
A Hybrid CNN-Transformer Model for Heart Disease Prediction Using Life History Data.
CoRR
Ran Hao, Yanlin Xiang, Junliang Du, Qingyuan He, Jiacheng Hu, Ting Xu
2025 J jnl
A Structured Reasoning Framework for Unbalanced Data Classification Using Probabilistic Models.
CoRR
Junliang Du, Shiyu Dou, Bohuan Yang, Jiacheng Hu, Tai An
2025 — conf
CT-Semi-net: Segmentation of Infected Areas in Lung CT Images Based on Attention Mechanism and Semi-supervised Learning.
ISBRA (2)
Haoze Du, Shumei Hou, Xiaolei Wang, Bin Sun, Dongfang Zhang, Junliang Du, Qingkai Hu, Weifeng Guo, Xianfang Wang
2025 J jnl
Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment.
CoRR
Xiandong Meng, Yan Wu, Yexin Tian, Xin Hu, Tianze Kang, Junliang Du
2025 J jnl
Contrastive Learning for Cold Start Recommendation with Adaptive Feature Fusion.
CoRR
Jiacheng Hu, Tai An, Zidong Yu, Junliang Du, Yuanshuai Luo
2025 J jnl
Contrastive and Variational Approaches in Self-Supervised Learning for Complex Data Mining.
CoRR
Yingbin Liang, Lu Dai, Shuo Shi, Minghao Dai, Junliang Du, Haige Wang
2025 — conf
DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs.
EMNLP (Findings)
Mingrui Xie, Tianxiang Xu, Qianhai Tang, Shanming Yao, Xiaofeng Zhang, Junliang Du
2025 J jnl
Grey linguistic term sets for decision-making.
Ann. Oper. Res.
Junliang Du, Naiming Xie, Sifeng Liu, Mark Goh
2025 J jnl
Improving Harmful Text Detection with Joint Retrieval and External Knowledge.
CoRR
Zidong Yu, Shuo Wang, Nan Jiang, Weiqiang Huang, Xu Han, Junliang Du
2025 J jnl
Information-Theoretic Greedy Layer-wise Training for Traffic Sign Recognition.
CoRR
Shuyan Lyu, Zhanzimo Wu, Junliang Du
2025 — conf
Interpretable Smart Contract Vulnerability Detection with Graph Information Bottleneck.
ICONIP (3)
Zhanji Xu, Junliang Du
2025 J jnl
Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models.
CoRR
Wuyang Zhang, Yexin Tian, Xiandong Meng, Mengjie Wang, Junliang Du
2025 — conf
MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models.
EMNLP (Findings)
Mingrui Xie, Lulu Xu, Junliang Du
2025 J jnl
Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks.
CoRR
Hongye Zheng, Yue Xing, Lipeng Zhu, Xu Han, Junliang Du, Wanyu Cui
2025 J jnl
Multi-Scale Transformer Architecture for Accurate Medical Image Classification.
CoRR
Jiacheng Hu, Yanlin Xiang, Yang Lin, Junliang Du, Hanchao Zhang, Houze Liu
2025 J jnl
RGB-Thermal cameras calibration based on Maximum Index Map.
Comput. Electr. Eng.
Jiahui Wei, Zhongwen Zou, Wenjie Lai, Junliang Du, Jiaxue Zhao, Ziji Liu, Shengzhe Wang
2025 J jnl
Subgraph-Aware Joint Modeling for Graph Classification via Efficient Frequent Pattern Mining and Fusion.
IEEE Access
Weiyao Xu, Yumeng Sun, Yumeng Ma, Yu Cheng, Jie Liu, Yuan Sheng, Yiwei Zhang, Junliang Du
2025 J jnl
Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies.
CoRR
Xu Han, Yumeng Sun, Weiqiang Huang, Hongye Zheng, Junliang Du
2025 J jnl
Unified Representation Learning for Multi-Intent Diversity and Behavioral Uncertainty in Recommender Systems.
CoRR
Wei Xu, Jiasen Zheng, Junjiang Lin, Mingxuan Han, Junliang Du
2024 J jnl
Deep Learning with HM-VGG: AI Strategies for Multi-modal Image Analysis.
CoRR
Junliang Du, Yiru Cang, Tong Zhou, Jiacheng Hu, Weijie He
2024 — conf
Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation.
ICBASE
Mingxiu Sui, Jiacheng Hu, Tong Zhou, Zibo Liu, Likang Wen, Junliang Du
2024 J jnl
Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation.
CoRR
Mingxiu Sui, Jiacheng Hu, Tong Zhou, Zibo Liu, Likang Wen, Junliang Du
2024 J jnl
Enhancing Few-Shot Learning with Integrated Data and GAN Model Approaches.
CoRR
Yinqiu Feng, Aoran Shen, Jiacheng Hu, Yingbin Liang, Shiru Wang, Junliang Du
2024 J jnl
Enhancing Quality Function Deployment Through the Integration of Rough Set and Ordinal Priority Approach: A Case Study in Electric Vehicle Manufacturing.
IEEE Trans. Engineering Management
Junliang Du, Si-Feng Liu, Saad Ahmed Javed, Mark Goh, Zhen-Song Chen
2024 J jnl
Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing.
CoRR
Wenyi Liu, Ziqi Zhang, Xinshi Li, Jiacheng Hu, Yuanshuai Luo, Junliang Du
2024 J jnl
Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs.
CoRR
Junliang Du, Guiran Liu, Jia Gao, Xiaoxuan Liao, Jiacheng Hu, Linxiao Wu
2024 J jnl
Implementing a bivariate ordering and replacement policy for deteriorating systems with two failure types.
Int. Trans. Oper. Res.
Wenjie Dong, Junliang Du, Mengyue Yang, Sifeng Liu
2024 J jnl
Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled Data.
CoRR
Aoran Shen, Minghao Dai, Jiacheng Hu, Yingbin Liang, Shiru Wang, Junliang Du
2024 J jnl
Minimum Cost Consensus-Based Social Network Group Decision Making With Altruism-Fairness Preferences and Ordered Trust Propagation.
IEEE Trans. Syst. Man Cybern. Syst.
Yu Feng, Yaoguo Dang, Junjie Wang, Junliang Du, Francisco Chiclana
2024 J jnl
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm.
CoRR
Guanming Huang, Aoran Shen, Yuxiang Hu, Junliang Du, Jiacheng Hu, Yingbin Liang
2023 J jnl
A novel fractional-order discrete grey Gompertz model for analyzing the aging population in Jiangsu Province, China.
Grey Syst. Theory Appl.
Weiliang Zhang, Sifeng Liu, Lianyi Liu, R. M. Kapila Tharanga Rathnayaka, Naiming Xie, Junliang Du
2023 J jnl
Gibbs Priors for Bayesian Nonparametric Variable Selection with Weak Learners.
J. Comput. Graph. Stat.
Antonio R. Linero, Junliang Du
2023 J jnl
Grey relational analysis model with cross-sequences and its application in evaluating air quality index.
Expert Syst. Appl.
Ningning Lu, Sifeng Liu, Junliang Du, Zhigeng Fang, Wenjie Dong, Liangyan Tao, Yingjie Yang
2023 J jnl
Optimizing the Spare Unit Ordering Strategies for Replacement Under Constrained Availability From a Mathematical Perspective.
IEEE Trans. Syst. Man Cybern. Syst.
Wenjie Dong, Junliang Du, Chenchen Hua, Sifeng Liu
2023 J jnl
Three-way failure mode and effect analysis approach for reliability management in multigranular unbalanced linguistic contexts.
Comput. Ind. Eng.
Junliang Du, Sifeng Liu, Liangyan Tao, Wenjie Dong
2022 J jnl
A limited cost consensus approach with fairness concern and its application.
Eur. J. Oper. Res.
Junliang Du, Sifeng Liu, Yong Liu
2022 J jnl
A novel approach to three-way conflict analysis and resolution with Pythagorean fuzzy information.
Inf. Sci.
Junliang Du, Sifeng Liu, Yong Liu, Jinhong Yi
2022 J jnl
Grey variable dual precision rough set model and its application.
Grey Syst. Theory Appl.
Junliang Du, Sifeng Liu, Yong Liu
2021 J jnl
A novel grey multi-criteria three-way decisions model and its application.
Comput. Ind. Eng.
Junliang Du, Sifeng Liu, Yong Liu
2019 A* conf
Incorporating Grouping Information into Bayesian Decision Tree Ensembles.
ICML
Junliang Du, Antonio R. Linero
2019 A conf
Interaction Detection with Bayesian Decision Tree Ensembles.
AISTATS
Junliang Du, Antonio R. Linero