Youyi Song

52 papers A* 2A 2C 1Journal 34Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
AVPpred-BWR: antiviral peptides prediction via biological words representation.
Bioinform.
Zhuoyu Wei, Yongqi Shen, Xiang Tang, Jian Wen, Youyi Song, Mingqiang Wei, Jing Cheng, Xiaolei Zhu
2025 J jnl
An object detection-based model for automated screening of stem-cells senescence during drug screening.
Neural Networks
Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei
2025 C conf
Cost-Effective Active Labeling for Data-Efficient Cervical Cell Classification.
CW
Yuanlin Liu, Zhihan Zhou, Youyi Song, Mingqiang Wei
2025 J jnl
Cost-Effective Active Labeling for Data-Efficient Cervical Cell Classification.
CoRR
Yuanlin Liu, Zhihan Zhou, Mingqiang Wei, Youyi Song
2025 J jnl
Learning From AI-Generated Annotations for Medical Image Segmentation.
IEEE Trans. Consumer Electron.
Youyi Song, Yuanlin Liu, Zhizhe Lin, Jinglin Zhou, Duo Li, Teng Zhou, Man-Fai Leung
2025 J jnl
Two-way heterogeneity model for dynamic spatiotemporal traffic flow prediction.
Knowl. Based Syst.
Heng Zhang, Zhizhe Lin, Hai Xie, Jinglin Zhou, Youyi Song, Teng Zhou
2024 J jnl
A noise-immune and attention-based multi-modal framework for short-term traffic flow forecasting.
Soft Comput.
Guanru Tan, Teng Zhou, Boyu Huang, Haowen Dou, Youyi Song, Zhizhe Lin
2024 J jnl
Cell classification with worse-case boosting for intelligent cervical cancer screening.
Medical Image Anal.
Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin
2024 J jnl
Deep Pattern Matching for Energy Consumption Prediction of Complex Structures in Ecological Additive Manufacturing.
IEEE Trans. Ind. Informatics
Kang Wang, Yingkui Zhang, Youyi Song, Jinghua Xu, Shuyou Zhang, Jianrong Tan
2024 J jnl
Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images.
IEEE Trans. Neural Networks Learn. Syst.
Youyi Song, Jeremy Yuen-Chun Teoh, Kup-Sze Choi, Jing Qin
2024 J jnl
From Regression to Classification: Fuzzy Multikernel Subspace Learning for Robust Prediction and Drug Screening.
IEEE Trans. Ind. Informatics
Tianhong Quan, Ye Yuan, Yu Luo, Youyi Song, Teng Zhou, Jiaqi Wang
2024 — conf
Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening.
PRCV (11)
Li Li, Youyi Song, Xiang Dong, Peng Yang, Tianfu Wang, Baiying Lei
2024 J jnl
Overlapping cytoplasms segmentation via constrained multi-shape evolution for cervical cancer screening.
Artif. Intell. Medicine
Youyi Song, Ao Zhang, Jinglin Zhou, Yu Luo, Zhizhe Lin, Teng Zhou
2024 J jnl
Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Peishan Wei, Tianwei Zhou, Youyi Song, Cheng Zhao, Tianfu Wang, Baiying Lei
2024 J jnl
Unsupervised lung CT image registration via stochastic decomposition of deformation fields.
Comput. Medical Imaging Graph.
Jing Zou, Youyi Song, Lihao Liu, Angelica I. Avilés-Rivero, Jing Qin
2023 J jnl
Data Discernment for Affordable Training in Medical Image Segmentation.
IEEE Trans. Medical Imaging
Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin
2023 J jnl
Feature Masking on Non-Overlapping Regions for Detecting Dense Cells in Blood Smear Image.
IEEE Trans. Medical Imaging
Huisi Wu, Canfeng Lin, Jiasheng Liu, Youyi Song, Zhenkun Wen, Jing Qin
2023 J jnl
Gravitational search algorithm-extreme learning machine for COVID-19 active cases forecasting.
IET Softw.
Boyu Huang, Youyi Song, Zhihan Cui, Haowen Dou, Dazhi Jiang, Teng Zhou, Jing Qin
2023 J jnl
Spatial dynamic graph convolutional network for traffic flow forecasting.
Appl. Intell.
Huaying Li, Shumin Yang, Youyi Song, Yu Luo, Junchao Li, Teng Zhou
2023 J jnl
Δfree-LSTM: An error distribution free deep learning for short-term traffic flow forecasting.
Neurocomputing
Weiwei Fang, Wenhao Zhuo, Youyi Song, Jingwen Yan, Teng Zhou, Jing Qin
2022 A conf
C
ICME
Wei Wang, Yu Luo, Jie Ling, Youyi Song, Teng Zhou
2022 A* conf
Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images.
CVPR
Huisi Wu, Zhaoze Wang, Youyi Song, Lin Yang, Jing Qin
2022 — conf
Deformable Lung CT Registration by Decomposing Large Deformation.
WBIR
Jing Zou, Lihao Liu, Youyi Song, Kup-Sze Choi, Jing Qin
2022 — conf
Fuzzy Structural Broad Learning for Breast Cancer Classification.
ISBI
Tianhong Quan, Ye Yuan, Youyi Song, Teng Zhou, Jing Qin
2022 J jnl
Mutual gain adaptive network for segmenting brain stroke lesions.
Appl. Soft Comput.
Boyu Huang, Guanru Tan, Haowen Dou, Zhihan Cui, Youyi Song, Teng Zhou
2022 J jnl
Noise-Immune Extreme Ensemble Learning for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus.
IEEE J. Biomed. Health Informatics
Ye Yuan, Tianhong Quan, Youyi Song, Jitian Guan, Teng Zhou, Renhua Wu
2022 J jnl
Small dataset solves big problem: An outlier-insensitive binary classifier for inhibitory potency prediction.
Knowl. Based Syst.
Teng Zhou, Haowen Dou, Jie Tan, Youyi Song, Fei Wang, Jiaqi Wang
2021 J jnl
A Noise-Immune Boosting Framework for Short-Term Traffic Flow Forecasting.
Complex.
Shiqiang Zheng, Shuangyi Zhang, Youyi Song, Zhizhe Lin, Dazhi Jiang, Teng Zhou
2021 J jnl
A temporal-aware LSTM enhanced by loss-switch mechanism for traffic flow forecasting.
Neurocomputing
Huakang Lu, Zuhao Ge, Youyi Song, Dazhi Jiang, Teng Zhou, Jing Qin
2021 A conf
Acsnet: Adaptive Cross-Scale Network with Feature Maps Refusion for Vehicle Density Detection.
ICME
Zuhao Ge, Yuhui Li, Cheng Liang, Youyi Song, Teng Zhou, Jing Qin
2021 — conf
Selective Learning from External Data for CT Image Segmentation.
MICCAI (1)
Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
A Sample-Rebalanced Outlier-Rejected k-Nearest Neighbor Regression Model for Short-Term Traffic Flow Forecasting.
IEEE Access
Lingru Cai, Yidan Yu, Shuangyi Zhang, Youyi Song, Zhi Xiong, Teng Zhou
2020 J jnl
An Audio Data Representation for Traffic Acoustic Scene Recognition.
IEEE Access
Dazhi Jiang, Dongmin Huang, Youyi Song, Kaichao Wu, Huakang Lu, Quanquan Liu, Teng Zhou
2020 — conf
CNN in CT Image Segmentation: Beyond Loss Function for Exploiting Ground Truth Images.
ISBI
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images.
CoRR
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation.
CoRR
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 — conf
Learning 3D Features with 2D CNNs via Surface Projection for CT Volume Segmentation.
MICCAI (4)
Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin
2020 J jnl
PSO-ELM: A Hybrid Learning Model for Short-Term Traffic Flow Forecasting.
IEEE Access
Weihong Cai, Junjie Yang, Yidan Yu, Youyi Song, Teng Zhou, Jing Qin
2020 J jnl
Relationship Between Health Status and Physical Fitness of College Students From South China: An Empirical Study by Data Mining Approach.
IEEE Access
Jiajun Wang, Zixin Xie, Yan Li, Youyi Song, Jingwen Yan, Weihua Bai, Teng Zhou, Jing Qin
2020 — conf
Shape Mask Generator: Learning to Refine Shape Priors for Segmenting Overlapping Cervical Cytoplasms.
MICCAI (4)
Youyi Song, Lei Zhu, Baiying Lei, Bin Sheng, Qi Dou, Jing Qin, Kup-Sze Choi
2020 — conf
Unsupervised Learning for CT Image Segmentation via Adversarial Redrawing.
MICCAI (4)
Youyi Song, Teng Zhou, Jeremy Yuen-Chun Teoh, Jing Zhang, Jing Qin
2019 J jnl
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images".
IEEE Trans. Medical Imaging
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang
2019 — conf
JOint Shape Matching for Overlapping Cytoplasm Segmentation in Cervical Smear Images.
ISBI
Youyi Song, Jing Qin, Baiying Lei, Shengfeng He, Kup-Sze Choi
2019 — conf
Noise-Identified Kalman Filter for Short-Term Traffic Flow Forecasting.
MSN
Shuangyi Zhang, Youyi Song, Dazhi Jiang, Teng Zhou, Jing Qin
2019 J jnl
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments.
IEEE Trans. Medical Imaging
Youyi Song, Lei Zhu, Jing Qin, Baiying Lei, Bin Sheng, Kup-Sze Choi
2018 A* conf
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments.
AAAI
Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi
2017 J jnl
Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images.
IEEE Trans. Medical Imaging
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2017 J jnl
Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis.
IEEE J. Biomed. Health Informatics
Youyi Song, Liang He, Feng Zhou, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang
2016 — conf
Segmenting overlapping cervical cell in Pap smear images.
ISBI
Youyi Song, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2015 J jnl
Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning.
IEEE Trans. Biomed. Eng.
Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang
2014 — conf
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei.
EMBC
Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Baopu Li, Yongjing Zhou, Baiying Lei, Tianfu Wang
2014 — conf
Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance.
ICDM Workshops
Youyi Song, Dong Ni, Liang He, Siping Chen, Bai Ying Lei, Tianfu Wang