Research ProjectsMore>>
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国家自然科学基金重大项目(T2495250):智能原子微波探测理论与方法, 2025.01-2029.02,主持人,
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国家科技重大专项(2021ZD0112402):基于多智能体超图的自主决策、学习理论与动 态调控策略研究,2021.12-2024.12,主持人,
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国家基金重点项目(62136005):随机一致性视角下的可解释机器学习理论与模型,2022.01-2026.12,主持人,
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国家基金专项项目(J0202):大数据视野下的国家自然科学基金成果管理与服务研究,2019.07-2020.12,主持人,
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科技部国家重点研发计划子课题:自动深层化知识处理方法与技术,2018.05-2021.04,主持人,
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国家基金面上项目(61672332):面向多模态数据的多粒度计算理论与方法,2017.01-2020.12,主持人,
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国家优秀青年科学基金(61322211):智能信息处理,主持人(2014.01-2016.12),
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高等学校博士学科点专项基金(博导类),基于多粒度认知的复杂数据知识发现方法研究,主持人 (2012.1-2015.12),
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新世纪优秀人才支持计划项目,主持人(2013.1-2015.12),
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国家自然科学基金项目(No. 60903110): 多粒度空间的通讯、转换及其问题求解机制研究, 2010.01-2012.12, (主持人),
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Journal PapersMore>>
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【 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
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【 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
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【 2024】 Adaptive fuzzy neighborhood decision tree, Applied Soft Computing, 2024, 167, 112435Cui Xinyu, Wang Changzhong, An Shuang, Qian, Yuhua
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【 2024】 Purity Skeleton Dynamic Hypergraph Neural Network, Neurocomputing, 2024, 610: 128539.Wang Yuge, Yang Xibei, Sun Qiguo, Qian Yuhua, Guo Qihang
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【 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
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【 2024】 Feature Selection and Classification Based on Directed Fuzzy Rough Sets, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 10.1109/TSMC.2024.3492337Wang Changyue, Wang Changzhong, An Shuang, Ding Weiping, Qian, Yuhua
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【 2024】 Concept-cognitive learning survey: Mining and fusing knowledge from data, Information FusionDoudou Guo,Weihua Xu,Weiping Ding,Yiyu Yao,Xizhao Wang,Witold Pedrycz,Yuhua Qian
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【 2024】 Fusing Monotonic Decision Tree Based on Related Family, IEEE Transactions on Knowledge and Data EngineeringTian Yang, Fansong Yan, Fengcai Qiao, Jieting Wang, Yuhua Qian*
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【 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 - 1423Doudou Guo; Weihua Xu; Yuhua Qian; Weiping Ding
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【 2024】 IFCRL: Interval-intent Fuzzy Concept Re-cognition Learning Model, IEEE Transactions on Fuzzy Systems,AccessYi Ding; Weihua Xu; Weiping Ding; Yuhua Qian
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王婕婷,李飞江,李珏,钱宇华,梁吉业
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张江峰,闫涛,王克琪,钱宇华,吴鹏
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闫涛, 高浩轩, 张江峰, 钱宇华, 张临垣
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【 2023】 Learning With Incremental Instances and Features, IEEE Transactions on Neural Networks and Learning Systems,2023,DOI: 10.1109/TNNLS.2023.3236479Shilin Gu , Yuhua Qian, Chenping Hou
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【 2023】 ESSR: Evolving Sparse Sharing Representation for Multi-task Learning, IEEE Transactions on Evolutionary Computation,2023,DOI 10.1109/TEVC.2023.3272663Yayu Zhang,Yuhua Qian,Guoshuai Ma, Xinyan Liang, Guoqing Liu, Qingfu Zhang,Ke Tang
Conference PapersMore>>
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Feijiang Li, Jieting Wang, Liuya zhang, Yuhua Qian, Shuai jin, Tao Yan, Liang Du
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【 2024】 Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization, AAAI'25Liang Du, Henghui Jiang, Xiaodong Li, Yiqing Guo, Yan Chen, Feijiang Li, Peng Zhou, Yuhua Qian
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【 2024】 Neural Collapse to Subspaces for Imbalanced Learning, NeurIPS 2024Hongren Yan,Yuhua Qian,Furong Peng,Jiachen Luo,Zheqing Zhu,Feijiang Li
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【 2024】 CoMO-NAS: Core-Structures-Guided Multi-Objective Neural Architecture Search for Multi-Modal Classification, ACM MM 2024Pinhan Fu, Xinyan Liang, Yuhua Qian, Qian Guo, Zhifang Wei, Wen Li
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【 2024】 Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering, ACM MM 2024Liang Du, Yukai Shi, Yan Chen, Peng Zhou, Yuhua Qian
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【 2024】 A Progressive Skip Reasoning Fusion Method for Multi-Modal Classification (Oral), ACM MM 2024Qian Guo, Xinyan Liang, Yuhua Qian, Zhihua Cui, Jie Wen
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Jue Li, Yuhua Qian, Jieting Wang, Saixiong Liu
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Zhanwen Cheng, Feijiang Li, Jieting Wang, Yuhua Qian
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Pinhan Fu,Xinyan Liang,Tingjin Luo,Qian Guo,Yayu Zhang,Yuhua Qian
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Yayu Zhang, Yuhua Qian, Guoshuai Ma, Keyin Zheng, Guoqing Liu , Qingfu Zhang
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【 2024】 DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification, AAAI'24Xinyan Liang, Pinhan Fu, Qian Guo, Keyin Zheng, Yuhua Qian
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Hanmo Wang, Liang Du, Lei Shi, Peng Zhou, Yuhua Qian, Yi-Dong Shen