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Journal Publications

张朝君, Yixiong Liang, 刘晴.CCBox: Improving Box-Supervised Nuclei Segmentation with Consistency Constraint.IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (CCF B类会议), 2023: 2412–2415.
李胜琦, Yixiong Liang, 张朝君, 刘晴.Adaptive Cluster Assignment for Unsupervised Semantic Segmentation[C].Chinese Conference on Pattern Recognition and Computer Vision (PRCV) (CCF C类会议), 2023: 75--86.
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, 27 (10) : 4828-4839.
Lele Lv, Yixiong Liang, liuqing, kanshichao.Confidence-Aware Contrastive Learning for Semantic Segmentation.ACM MM (CCF A类会议), 2023: 5584–5593.
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
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
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.
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
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
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
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.
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.
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
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
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.
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
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.
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
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.
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.

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