中南大学 Yixiong Liang

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Journal Publications

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[1]kuanghulin, wangjianxin, Yahui Wang, Yixiong Liang, Jin Liu.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
[2]Lele Lv, Yixiong Liang, liuqing, kanshichao.Confidence-Aware Contrastive Learning for Semantic Segmentation.ACM MM (CCF A类会议), 2023
[3]Haotian Liu, liuqing, Yixiong Liang, 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
[4]Bolei Chen, Ping Zhong, Yongzheng Cui, Siyi Lu, Yixiong Liang, Yu Sheng.EMExplorer: an episodic memory enhanced autonomous exploration strategy with Voronoi domain conversion and invalid action masking[J].Complex & Intelligent Systems, 2023
[5]Tao Sheng, Shen Chengchao, Yuan Liu, Yeyu Ou, quzhe, Yixiong Liang, wangjianxin.Modeling Global Distribution for Federated Learning with Label Distribution Skew[J].Pattern Recognition, 2023, 143: 109724.
[6]Yixiong Liang, Liu Jianfeng, wangjianxin, Shuo Feng, liuqing, kuanghulin, Liyan Liao, Yun Du.Exploring Contextual Relationships for Cervical Abnormal Cell Detection[J].Journal of Biomedical and Health Informatics, 2023
[7]Gaojie Li, liuqing, Yixiong Liang, Haotian Liu.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
[8]Bolei Chen, Yongzheng Cui, zhongping, Yixiong Liang, Wang Yang, wangjianxin.STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-Temporal Awareness for Aerial Robots[J].ACM Transactions on Intelligent Systems and Technology, 2023
[9]liuqing, Haotian Liu, Wei Ke, Yixiong Liang, Automated Lesion Segmentation in Fundus Images with Many-to-Many Reassembly of Features[J].Pattern Recognition, 2023, 136: 109191.
[10]Yixiong Liang, Liu Jianfeng, 尹志华, 刘浩天, 曾海龙, wangjianxin, 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.
[11]kanshichao, Yixiong Liang, limin, Yigang Cen, wangjianxin, Zhihai He.Coded Residual Transform for Generalizable Deep Metric Learning[C].Neural Information Processing Systems (NeurIPS) （CCF A类会议）, 2022
[12]耿瑞祥, liuqing, Yixiong Liang, 冯硕.Learning deep pathological features for wsi-level cervical cancer grading[C].ICASSP (CCF B类会议), 2022
[13]liuqing, Haotian Liu, Yixiong Liang, Yang Zhao.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.
[14]张永胜, liuqing, Yixiong Liang, 赵杨.MEJIGCLU: More effective jigsaw clustering for unsupervised visual representation learning[C].ICASSP (CCF B类会议), 2022
[15]zhongping, Yixiong Liang, 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.
[16]kuanghulin, wangjianxin, Yixiong Liang, 刘宁, Jin Liu.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
[17]Yixiong Liang, Yun Du, Wanxin Sun, Changli Pan, liuqing.Global context-aware cervical cell detection with soft scale anchor matching[J].Computer Methods and Programs in Biomedicine, 2021, 204: 106061.
[18]Yixiong Liang, xiangyao, Zhihong Tang, 严勐, Jialin Chen, liuqing.Comparison Detector for Cervical Cell/Clumps Detection in the Limited Data Scenario[J].Neurocomputing, 2021, 437: 195–205.
[19]Yao Xiang, Yixiong Liang, Zhujun He, liuqing, Jialin Chen.Autofocus of whole slide imaging based on convolution and recurrent neural networks[J].Ultramicroscopy, 2021, 220: 113146.
[20]Yao Xiang, Yixiong Liang, Jialin Chen, liuqing.Disentangled Representation Learning Based Multidomain Stain Normalization for Histological Images[C].ICIP (CCF C类会议), 2020

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