研究生培养

汪欣欣

助理教授

联系方式:xinxinwang1024@gmail.com

招生专业:智能科学与技术、人工智能

招生方向:大模型、智能体、机器学习、数据挖掘、遥感与图像智能处理等

职称 助理教授 联系方式 xinxinwang1024@gmail.com
招生专业 智能科学与技术、人工智能 招生方向 大模型、智能体、机器学习、数据挖掘、遥感与图像智能处理等



汪欣欣,深圳大学人工智能学院助理教授,硕士生导师。获澳门大学电脑科学专业哲学博士学位,师从周怡聪教授。长期专注数据挖掘,机器学习,图像与遥感信息处理等研究领域,已发表学术论文20余篇,其中包括IEEE Transactions on Image Processing, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Geoscience and Remote Sensing 等国际知名期刊 The Association for the Advancement of Artificial Intelligence,International Joint Conferences on Artificial Intelligence,ACM Multimedia 等国际顶级学术会议,同时担任《Digital Twins and Applications》期刊青年编委和TIP、TNNLS、TCYB、TCSVT、TMM、CVPR、NeurIPS、ICML、 ICLR、AAAI、ACM MM, IJCAI等多个期刊和会议的审稿人。

>>欢迎学术合作,欢迎本科同学进组学习,感兴趣者请发送简历到我邮箱!


代表性成果


期刊论文:

[1] Xinxin Wang, Yongshan Zhang and Yicong Zhou. Bidirectional Probabilistic Multigraph Learning and Decomposition for Multi-view Clustering [J]. IEEE Transactions on Image Processing, 2025,34, pp.3609-3621. (CCF-A)

[2] Xinxin Wang, Yongshan Zhang, and Yicong Zhou. Pseudo-Supervision Affinity Propagation for Efficient and Scalable Multiview Clustering [J]. IEEE Transactionson Neural Networks and Learning Systems, 2025, 36(8), pp.15282-15293. (CCF-B)

[3] Xinxin Wang, Yongshan Zhang, and Yicong Zhou. Multimodal Remote Sensing Image Clustering with Multiscale Spectra-Spatial Anchor Graphs [J]. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.1-12. (CCF-B)

[4] Xinxin Wang, Yongshan Zhang, Jie Zhang, and Yicong Zhou. Incomplete Multiview Clustering using Discriminative Feature Recovery and Tensorized Matrix Factorization [J]. IEEE Transactions on Circuits and Systems for Video Technology,2025, 35(11), pp. 10716-10727. (CCF-B)

[5] Yongshan Zhang, Xinxin Wang*, Xinwei Jiang, Lefei Zhang, and Bo Du. Elastic Graph Fusion Subspace Clustering for Large Hyperspectral Image [J]. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(7), pp.6300-6312.(CCF-B)


会议论文:

[1] Xinxin Wang,Yongshan Zhang, Xiaochen Yuan, Yicong Zhou. Cross-view Anchor Graph Learning and Factorization for Incomplete Multi-view Clustering [C]. Proceedings of the AAAI Conference on Artificial Intelligence, 40(31), 26570–26578. (CCF-A, Oral)

[2] Yongshan Zhang, Kangyue Zheng, Shuaikang Yan, Xinxin Wang*, Zhihua Cai. Efficient Tensorized Multi-View Anchor Graph Clustering with Affinity Propagation for Remote Sensing Data [C]. Proceedings of the AAAI Conference on Artificial Intelligence, 40(34), 28501–28509. (CCF-A, Oral)

[3] Yongshan Zhang, Zixuan Zhang, Xinxin Wang*, Lefei Zhang. Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery [C]. Proceedings of the AAAI Conference on Artificial Intelligence,40(15), 12961–12969. (CCF-A, Oral)

[4] Xinxin Wang, Yongshan Zhang, and Yicong Zhou. Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering[C]. Proceedings of the AAAI Conference on Artificial Intelligence, 39(20), 21312–21320. (CCF-A)

[5] Xinxin Wang, Yongshan Zhang, and Yicong Zhou. Learn Multi-task Anchor: Joint View Imputation and Label Generation for Incomplete Multi-view Clustering [C]. The 34th International Joint Conferences on Artificial Intelligence, Montreal, Canada, 2025, pp. 6451-6459. (CCF-A, Oral)



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