Xu Mingzhu
Research Associate
个人简介： 徐明珠，山东大学软件学院，助理研究员，硕导，入选“山东大学青年学者未来计划”，获“山东大学青年教学能手”称号，是IEEE会员、CCF会员、CSIG会员。本、硕、博毕业于哈尔滨工业大学。主要从事多媒体信息计算、计算机视觉、深度学习、嵌入式智能计算（FPGA、DSP、ARM等硬件平台）等方向的研究工作，具体聚焦在注意力感知的视觉显著性计算、自然语言引导的跨模态图像/视频目标分割、卫星遥感图像解译、计算资源受限条件下的嵌入式智能计算等方面的研究工作，已累计发表... More+
Paper Publications
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[1] 曾祥宇. Adaptive Edge-Aware Semantic Interaction Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 61, 1, 2023.
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[2] Jiang, Han. Revisiting Unsupervised Temporal Action Localization: The Primacy of High-Quality Actionness and Pseudolabels. 32nd ACM International Conference on Multimedia, MM 2024, 5643-5652, 2024.
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[3] Chen, Jinqian. Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation. 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024, 3789-3797, 2024.
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[4] 钟文亮. Towards stable and storage-efficient dataset distillation: Matching convexified trajectory. Proceedings of the Computer Vision and Pattern Recognition Conference(CVPR)), 2025.
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[5] 宋雪萌. A Comprehensive Survey on Composed Image Retrieval. ACM Transactions on Information Systems (TOIS), 2025.
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[6] 赵新晓. CoGCN: co-occurring item-aware GCN for recommendation. Neural Computing and Applications, 2023.
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[7] 韩昱东. Exploiting the Social-Like Prior in Transformer for Visual Reasoning. 38th AAAI Conference on Artificial Intelligence, AAAI 2024, 38, 2058-2066, 2024.
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[8] 刘金环. Dual-space relation-aware entity representation learning for personalized compatibility modeling. Expert Systems with Applications, 297, 2025.
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[9] 徐明珠. Heterogeneous Model Knowledge Distillation via Dual Alignment for Semantic Segmentation. ICMR '25: International Conference on Multimedia Retrieval, 2025.
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[10] 徐明珠. Superpixel Segmentation With Edge Guided Local-Global Attention Network. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025.
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[11] 徐明珠. Cross-Model Nested Fusion Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Transactions on Cybernetics, 2025.
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[12] 徐明珠. HDNet: A Hybrid Domain Network With Multiscale High-Frequency Information Enhancement for Infrared Small-Target Detection. IEEE Transactions on Geoscience and Remote Sensing, 63, 2025.
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[13] 徐明珠. CMIRNet: Cross-Modal Interactive Reasoning Network for Referring Image Segmentation. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 35, 3234, 2025.
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[14] 高丽娜. Adaptive Spatial Tokenization Transformer for Salient Object Detection in Optical Remote Sensing Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 61, 2023.
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[15] 唐昊煜. Two-stage Information Bottleneck for Temporal Language Grounding. 2024 IEEE International Conference on Multimedia and Expo, 2024.
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[16] 高丽娜. UMINet: a unified multi-modality interaction network for RGB-D and RGB-T salient object detection. The Visual Computer, 2023.
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[17] 高丽娜. TSVT: Token Sparsification Vision Transformer for robust RGB-D salient object detection. Pattern Recognition, 2024.
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[18] 孙超. Saliency-Induced Moving Object Detection for Robust RGB-D Vision Navigation Under Complex Dynamic Environments. IEEE Transactions on Intelligent Transportation Systems, 24, 2023.
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[19] 刘雨彤. Heterogeneous Feature Collaboration Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2024.
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[20] 韩昱东. Exploiting the Social-Like Prior in Transformer for Visual Reasoning. Proceedings of the AAAI Conference on Artificial Intelligence, 2024.