【 2025】 Collaborative graph neural networks for augmented graphs: A local-to-global perspective, Pattern Recognition, 2025, 158: 111020.

Qihang Guo, Xibei Yang, Ming Li, Yuhua Qian

【 2024】 Semi-supervised feature selection based on fuzzy related family, Information Sciences, 2024, 652: 119660.

Zhijun Guo, Yang Shen, Tian Yang, Yuan-Jiang Li, Yanfang Deng, Yuhua Qian

【 2024】 Adaptive fuzzy neighborhood decision tree, Applied Soft Computing, 2024, 167, 112435

Cui Xinyu, Wang Changzhong, An Shuang, Qian, Yuhua

【 2024】 Purity Skeleton Dynamic Hypergraph Neural Network, Neurocomputing, 2024, 610: 128539.

Wang Yuge, Yang Xibei, Sun Qiguo, Qian Yuhua, Guo Qihang

【 2024】 Sparse regularized correlation filter for UAV object tracking with adaptive contextual learning and keyfilter selection, Information Sciences, 2024, 658: 120013.

Ji Zhangjian, Feng Kai, Qian Yuhua, Liang Jiye

【 2024】 Feature Selection and Classification Based on Directed Fuzzy Rough Sets, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 10.1109/TSMC.2024.3492337

Wang Changyue, Wang Changzhong, An Shuang, Ding Weiping, Qian, Yuhua

【 2024】 Concept-cognitive learning survey: Mining and fusing knowledge from data, Information Fusion

Doudou Guo,Weihua Xu,Weiping Ding,Yiyu Yao,Xizhao Wang,Witold Pedrycz,Yuhua Qian

【 2024】 Fusing Monotonic Decision Tree Based on Related Family, IEEE Transactions on Knowledge and Data Engineering

Tian Yang, Fansong Yan, Fengcai Qiao, Jieting Wang, Yuhua Qian*

【 2024】 Fuzzy-Granular Concept-Cognitive Learning via Three-Way Decision: Performance Evaluation on Dynamic Knowledge Discovery, IEEE Transactions on Fuzzy Systems,2024,32(3):1409 - 1423

Doudou Guo; Weihua Xu; Yuhua Qian; Weiping Ding

【 2024】 IFCRL: Interval-intent Fuzzy Concept Re-cognition Learning Model, IEEE Transactions on Fuzzy Systems,Access

Yi Ding; Weihua Xu; Weiping Ding; Yuhua Qian

【 2023】 缓解随机一致性的基尼指数与决策树方法, 中国科学:信息科学, 2024, doi: 10.1360/ SSI-2022-0337

王婕婷,李飞江,李珏,钱宇华,梁吉业

【 2023】 多景深图像聚焦信息的三维形貌重建：数据集与模型, 计算机学报,2023,46(8),1734-1751

张江峰,闫涛,王克琪,钱宇华,吴鹏

【 2023】 基于分组并行的轻量化实时微观三维形貌重建方法, 软件学报,2023,doi: 10.13328/j.cnki.jos.000000

闫涛, 高浩轩, 张江峰, 钱宇华, 张临垣

【 2023】 Learning With Incremental Instances and Features, IEEE Transactions on Neural Networks and Learning Systems,2023,DOI: 10.1109/TNNLS.2023.3236479

Shilin Gu , Yuhua Qian, Chenping Hou

【 2023】 ESSR: Evolving Sparse Sharing Representation for Multi-task Learning, IEEE Transactions on Evolutionary Computation,2023,DOI 10.1109/TEVC.2023.3272663

Yayu Zhang,Yuhua Qian,Guoshuai Ma, Xinyan Liang, Guoqing Liu, Qingfu Zhang,Ke Tang

【 2025】 A Multi-view Fusion Approach for Enhancing Speech Signals via Short-time Fractional Fourier Transform, IJCAI' 2025

Zikun Jin, Yuhua Qian, Xinyan Liang, Haijun Geng

【 2025】 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing, IJCAI' 2025

Zhihua Cui, Shiwu Sun, Qian Guo, Xinyan Liang, Yuhua Qian, Zhixia Zhang

【 2025】 Trusted Multi-View Classification with Expert Knowledge Constraints, ICML' 2025

Xinyan Liang, Shijie Wang, Yuhua Qian, Qian Guo, Liang Du, Bingbing Jiang, Tingjin Luo, Feijiang Li

【 2025】 Robust Automatic Modulation Classification with Fuzzy Regularization, ICML' 2025

Xinyan Liang, Ruijie Sang, Yuhua Qian, Qian Guo, Feijiang Li，Liang Du

【 2025】 Stabilizing Sample Similarity in Representation via Mitigating Random Consistency, ICML' 2025

Jieting Wang, ZhangZelong, Feijiang Li, Yuhua Qian, Xinyan Liang

【 2025】 Trusted Multi-View Classification via Evolutionary Multi-View Fusion, ICLR 2025

Xinyan Liang, Pinhan Fu, Yuhua Qian, Qian Guo, Guoqing Liu

【 2024】 k-HyperEdge Medoids for Clustering Ensemble, AAAI'25

Feijiang Li, Jieting Wang, Liuya zhang, Yuhua Qian, Shuai jin, Tao Yan, Liang Du

【 2024】 Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization, AAAI'25

Liang Du, Henghui Jiang, Xiaodong Li, Yiqing Guo, Yan Chen, Feijiang Li, Peng Zhou, Yuhua Qian

【 2024】 Neural Collapse to Subspaces for Imbalanced Learning, NeurIPS 2024

Hongren Yan，Yuhua Qian，Furong Peng，Jiachen Luo，Zheqing Zhu，Feijiang Li

【 2024】 CoMO-NAS: Core-Structures-Guided Multi-Objective Neural Architecture Search for Multi-Modal Classification, ACM MM 2024

Pinhan Fu, Xinyan Liang, Yuhua Qian, Qian Guo, Zhifang Wei, Wen Li

【 2024】 Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering, ACM MM 2024

Liang Du, Yukai Shi, Yan Chen, Peng Zhou, Yuhua Qian

【 2024】 A Progressive Skip Reasoning Fusion Method for Multi-Modal Classification (Oral), ACM MM 2024

Qian Guo, Xinyan Liang, Yuhua Qian, Zhihua Cui, Jie Wen

【 2024】 PHSIC Against Random Consistency and Its Application in Causal Inference, IJCAI 2024

Jue Li, Yuhua Qian, Jieting Wang, Saixiong Liu

【 2024】 Deep Embedding Clustering Driven by Sample Stability, IJCAI 2024

Zhanwen Cheng, Feijiang Li, Jieting Wang, Yuhua Qian

【 2024】 Core-Structures-Guided Multi-Modal Classification Neural Architecture Search, IJCAI 2024

Pinhan Fu,Xinyan Liang,Tingjin Luo,Qian Guo,Yayu Zhang,Yuhua Qian