教授
所在单位：计算机学院
学历：博士研究生毕业
办公地点：中南大学新校区信息大楼
性别：男
联系方式：QQ：6532695
学位：博士学位
在职信息：在职
毕业院校：重庆大学
学科：计算机科学与技术
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[1]匡湖林, 王建新, Yahui Wang, 梁毅雄, 刘锦.BEA-Net: Body and Edge Aware Network with Multi-Scale Short-Term Concatenation for Medical Image Segmentation.IEEE Journal of Biomedical and Health Informatics, 2023
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[2]吕乐乐, 梁毅雄, 刘晴, 阚世超.Confidence-Aware Contrastive Learning for Semantic Segmentation.ACM MM (CCF A类会议), 2023
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[3]Haotian Liu, 刘晴, 梁毅雄, Yang Liu, Guoying Zhao.Exploring effective knowledge distillation for tiny object detection[C].IEEE International Conference on Image Processing (CCF C类会议), 2023
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[4]Bolei Chen, Ping Zhong, Yongzheng Cui, Siyi Lu, 梁毅雄, Yu Sheng.EMExplorer: an episodic memory enhanced autonomous exploration strategy with Voronoi domain conversion and invalid action masking[J].Complex & Intelligent Systems, 2023
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[5]Tao Sheng, 沈成超, Yuan Liu, Yeyu Ou, 曲哲, 梁毅雄, 王建新.Modeling Global Distribution for Federated Learning with Label Distribution Skew[J].Pattern Recognition, 2023, 143: 109724.
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[6]梁毅雄, 刘剑锋, 王建新, 冯硕, 刘晴, 匡湖林, 廖丽燕, 杜芸.Exploring Contextual Relationships for Cervical Abnormal Cell Detection[J].Journal of Biomedical and Health Informatics, 2023
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[7]李高杰, 刘晴, 梁毅雄, 刘浩天.A novel transformer-based pipeline for lung cytopathological whole slide image classification[C].IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (CCF B类会议), 2023
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[8]陈铂垒, Yongzheng Cui, 钟萍, 梁毅雄, 阳旺, 王建新.STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-Temporal Awareness for Aerial Robots[J].ACM Transactions on Intelligent Systems and Technology, 2023
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[9]刘晴, 刘浩天, 柯炜, 梁毅雄, Automated Lesion Segmentation in Fundus Images with Many-to-Many Reassembly of Features[J].Pattern Recognition, 2023, 136: 109191.
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[10]梁毅雄, 刘剑锋, 尹志华, 刘浩天, 曾海龙, 王建新, 车南颖.Weakly Supervised Deep Nuclei Segmentation with Sparsely Annotated Bounding Boxes for DNA Image Cytometry[J].IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023, 20 (1) : 785–795.
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[11]阚世超, 梁毅雄, 李敏, 岑翼刚, 王建新, 何志海.Coded Residual Transform for Generalizable Deep Metric Learning[C].Neural Information Processing Systems (NeurIPS) （CCF A类会议）, 2022
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[12]耿瑞祥, 刘晴, 梁毅雄, 冯硕.Learning deep pathological features for wsi-level cervical cancer grading[C].ICASSP (CCF B类会议), 2022
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[13]刘晴, 刘浩天, 梁毅雄, 赵杨.Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Colour Fundus Images[J].IEEE Journal of Biomedical and Health Informatics, 2022, 26 (3) : 1091-1102.
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[14]张永胜, 刘晴, 梁毅雄, 赵杨.MEJIGCLU: More effective jigsaw clustering for unsupervised visual representation learning[C].ICASSP (CCF B类会议), 2022
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[15]钟萍, 梁毅雄, 陈铂垒, 卢思怡, 孟晓溪.Information-driven Fast Marching Autonomous Exploration with Aerial Robots[J].IEEE Robotics and Automation Letter, 2022, 7 (2) : 810-817.
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[16]匡湖林, 王建新, 梁毅雄, 刘宁, 刘锦.BEA-SegNet: Body and Edge Aware Network for Medical Image Segmentation[C].International Conference on Bioinformatics and Biomedicine (BIBM) (CCF B类会议), 2021
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[17]梁毅雄, 杜芸*, 孙婉欣, 潘长立, 刘晴.Global context-aware cervical cell detection with soft scale anchor matching[J].Computer Methods and Programs in Biomedicine, 2021, 204: 106061.
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[18]梁毅雄, 向遥, 唐志鸿, 严勐, 陈佳林, 刘晴.Comparison Detector for Cervical Cell/Clumps Detection in the Limited Data Scenario[J].Neurocomputing, 2021, 437: 195–205.
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[19]向遥, 梁毅雄, 何柱君, 刘晴, 陈佳林.Autofocus of whole slide imaging based on convolution and recurrent neural networks[J].Ultramicroscopy, 2021, 220: 113146.
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[20]向遥, 梁毅雄, 陈佳林, 刘晴.Disentangled Representation Learning Based Multidomain Stain Normalization for Histological Images[C].ICIP (CCF C类会议), 2020
