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孟敏 教授

2018年12月28日 13:56  Click：[]


695B


·科研方向：图像处理，机器学习，模式识别，计算机图形学  

·发表国际重要期刊和会议论文40余篇，单篇最高引用100余次

·联系方式：minmeng@gdut.edu.cn



个人简介:

 广东省“珠江人才计划”高层次人才，青年百人计划A+类

 主持国家自然科学基金项目、广东省自然科学基金项目

 发表国际重要期刊和会议论文40余篇，单篇最高引用100余次

教育背景:

   2006.09-2011.06     浙江大学 应用数学 博士

   2002.09-2006.06     郑州大学 信息与计算科学 学士

 工作经历:

   2016.06  -  至今      广东工业大学 计算机学院 副教授、教授

   2013.09-2016.06        新加坡理工学院 机械与航天工程学系 研究员

   2011.09-2013.08     新加坡南洋理工大学 计算机科学与工程学院 博士后

 发表期刊论文:

  1. M. Meng, H. Wang, J. Yu, H. Chen and J. Wu. Asymmetric Supervised Consistent and Specific Hashing for Cross-Modal Retrieval. IEEE Transactions on Image Processing, vol. 30, pp. 986-1000, 2021. (CCF A, 中科院1区)

  2. M. Meng, M. Lan, J. Yu, J. Wu and D. Tao. Constrained Discriminative Projection Learning for Image Classification. IEEE Transactions on Image Processing, 2020, vol. 29, pp. 186-198. (CCF A, 中科院1区)

  3. M. Meng and J. Yu. Zero-Shot Learning via Robust Latent Representation and Manifold Regularization. IEEE Transactions on Image Processing, Apr. 2019, 28(4): 1824-1836. (CCF A, 中科院1区)

  4. M. Meng, M. Lan, J. Yu and J. Wu. Multiview Consensus Structure Discovery. IEEE Transactions on Cybernetics, 2022, 52(5), pp. 3469-3482. (CCF B, 中科院1区)

  5. M. Meng, M. Lan, J. Yu and J. Wu, L. Liu. Dual-Level Adaptive and Discriminative Knowledge Transfer for Cross-Domain Recognition. IEEE Transactions on Multimedia, 2023, 25, pp. 2266-2279. (CCF B, 中科院1区)

  6. M. Meng, J. Sun, J. Liu, J. Yu and J. Wu. Semantic Disentanglement Adversarial Hashing for Cross-Modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, Jul., 2023, DOI: 10.1109/TCSVT.2023.3293104 (CCF B, 中科院1区)

  7. M. Meng, Z. Wu, T. Liang, J. Yu and J. Wu. Exploring Fine-Grained Cluster Structure Knowledge for Unsupervised Domain Adaptation. IEEE Transactions on Circuits and Systems for Video Technology, Aug., 2022, 32(8), pp. 5481-5494. (CCF B, 中科院1区)

  8. M. Lan, M. Meng(通讯作者), J. Yu and J. Wu. Generalized Multi-view Collaborative Subspace Clustering. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(6), pp. 3561-3574. (CCF B, 中科院1区)

  9. M. Meng, M. Lan, J. Yu and J. Wu. Coupled Knowledge Transfer for Visual Data Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31(5), P1176-1789. (CCF B, 中科院2区)

  10. M. Meng, Q. Chen and J. Wu. Structure Preservation Adversarial Network for Visual Domain Adaptation. Information Sciences, Nov. 2021, 579, pp. 266-280. (CCF B, 中科院1区)

  11. M. Meng, J. Wei and J. Wu. Learning Multi-Part Attention Neural Network for Zero-shot Classification. IEEE Transactions on Cognitive and Developmental Systems, Jun., 2022, 16(2), pp. 414-423. (中科院2区)

  12. Z. Wu, M. Meng(通讯作者), T. Liang and J. Wu. Hierarchical Triple-Level Alignment for Multiple Source and Target Domain Adaptation. Applied Intelligence, Feb., 2023, vol. 53, pp. 3766-3782. (CCF C, 中科院2区)

  13. J. Guan, M. Meng(通讯作者), T. Liang, J. Liu and J. Wu. Dual-level Contrastive learning Network for Generalized Zero-Shot Learning. The Visual Computer, 2022, 38, pp. 3087-3095. (CCF C, 中科院3区)

  14. M. Meng, Y. Liu and J. Wu. Robust Discriminant Projection via Joint Margin and Locality Structure Preservation. Neural Processing Letters, 2021, vol. 53, pp. 959-982. (CCF C, 中科院3区)

  15. M. Meng, X. Zhan and J. Wu. Joint Discriminative Attributes and Similarity Embeddings for Zero-shot Recognition. Neurocomputing, 2020, vol. 399, pp. 117-128. (CCF C, 中科院2区)

  16. Z. Wu, M. Meng(通讯作者) and J. Wu. Visual Sentiment Prediction with Attribute Augmentation and Multi-Attention Mechanism. Neural Processing Letters, 2020, vol. 51, pp. 2403-2416. (CCF C, 中科院3区)

  17. M. Meng, X. Zhan. Zero-Shot Learning via Low Rank Representation Based Manifold Regularization. IEEE Signal Processing Letters, 2018, 25(9), P1379-1383. (CCF C, 中科院2区)

  18. M. Meng, Y. J. Chua, E. Wouterson, C. P. K. Ong. Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks. Neurocomputing, 2017, 257:128-135. (CCF C, 中科院2区)

  19. M. Meng, and Y. He. Consistent quadrangulation for shape collections via feature line co-extraction. 2016, Computer-Aided Design, 70, P78-88. (CCF B, 中科院2区)

  20. M. Meng, J. Xia, J. Luo, and Y. He. Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization. 2013, Computer-Aided Design, 45(2), P312-320. (CCF B, 中科院2区)

  21. L. Fan, M. Meng, L. Liu. Sketch-based mesh cutting: a comparative study. 2012, Graphical Models, 74(6), P292-301. (CCF B)

  22. M. Meng, L. Fan, L. Liu. A comparative evaluation of foreground/background sketch-based mesh segmentation algorithms. 2011, Computer & Graphics, 35(3), P650-660. (CCF C)

  23. M. Meng, L. Fan, L. Liu. iCutter: a direct cutout-tool for 3D shapes. 2011, Computer Animation & Virtual Worlds, 22(4), P335-342. (CCF C)

 发表会议论文:

  1. M. Wang, M. Meng(通讯作者), J. Liu and J. Wu. Learning Adequate Alignment and Interaction for Cross-Modal Retrieval. Computer Graphics International Conference (CGI), Aug., 2023. (CCF C)

  2. T. Liang, M. Meng(通讯作者), M. Lan, J. Yu and J. Wu. Group Correspondence: A Statistical Perspective for Incomplete Multi-View Clustering Augmentation. IEEE International Conference on Multimedia and Expo (ICME), Jul, 2022. (CCF B)

  3. Z. Wu, T. Liang, M. Meng(通讯作者), J. Liu, J. Yu and J. Wu. Triple Disentangling Network for Unsupervised Domain Adaptation. IEEE International Conference on Multimedia and Expo (ICME), Jul, 2022. (CCF B)

  4. H. Lin, M. Meng(通讯作者) and J. Wu. Online Robust Specific and Consistent Hashing. IEEE International Conference on Multimedia and Expo (ICME), Jul, 2022. (CCF B)

  5. W. Shao, H. Chen, M. Meng(通讯作者) and J. Wu. Joint Matrix Factorization and Structure Preserving for Domain Adaptation. Computer Graphics International Conference (CGI), Sept, 2022. (CCF C)

  6. R. Yang, M. Meng(通讯作者), J. Yu and J. Wu. Learning Controlled Semantic Embedding for Cross-Modal Retrieval. IEEE International Conference on Multimedia and Expo (ICME), Jul, 2021, P1-7. (CCF B)

  7. H. Wang, J. Wu, T. Liang and M. Meng(通讯作者). Stack-VAE Network for Zero-Shot Learning. International Conference on Neural Information Processing (ICONIP), 2021, pp. 250-261. (CCF C)

  8. H. Wang, M. Meng(通讯作者), H. Chen and J. Wu. Supervised Consistent and Specific Hashing. IEEE International Conference on Multimedia and Expo (ICME), 2019. (CCF B)

  9. H. Wang, H. Chen, M. Meng(通讯作者) and J. Wu. Robust Multi-view Hashing for Cross-Modal Retrieval. IEEE International Conference on Multimedia and Expo (ICME), 2019. (CCF B)

 科研项目:

  1. 国家自然科学基金面上项目“面向分层标签数据的跨媒体检索关键技术研究”(62172109)，主持

  2. 国家自然科学基金青年项目“基于低秩表示的高精度跨模态形状检索研究”(61702114)，主持

  3. 广东省自然科学基金面上项目“跨域迁移学习关键技术研究”（2022A1515010322），主持

  4. 广东省自然科学基金面上项目“视觉问答关键技术研究”(2020A1515011361)，主持

  5. 广东省教育厅青年创新人才项目“超声信号的分类识别及缺陷三维可视化”(2016KQNCX040)，主持

教学活动:

  1. 数据挖掘、软件工程

  2. 大学生创新训练项目（国家级、省级）

广东工业大学计算机学院高性能计算与数据科学实验室

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