Yishu Liu

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 34

Top Topics

Mining Algorithm

Transfer Learning

Scene Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Future Gener. Comput. Syst.

Mob. Inf. Syst.

Publications

Bingzhi Chen, Jiawei Zhu, Yishu Liu, Biqing Zeng, Jiahui Pan, Meirong Ding
Medical Vision-Language Representation Learning with Cross-Modal Multi-Teacher Contrastive Distillation. ICASSP (2024)
Bingzhi Chen, Haoming Zhou, Yishu Liu, Biqing Zeng, Guangming Lu, Zheng Zhang
Decoupled Self-Adaptive Distribution Regularization for Few-Shot Image Classification. ICASSP (2024)
Bingzhi Chen, Yishu Liu, Zheng Zhang, Guangming Lu, Adams Wai-Kin Kong
TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Bingzhi Chen, Sisi Fu, Yishu Liu, Jiahui Pan, Guangming Lu, Zheng Zhang
CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning. AAAI (2024)
Bingzhi Chen, Xiaolin Huang, Yishu Liu, Zheng Zhang, Guangming Lu, Zheng Zhou, Jiahui Pan
Attention-Guided and Noise-Resistant Learning for Robust Medical Image Segmentation. IEEE Trans. Instrum. Meas. 73 (2024)
Yishu Liu, Qingpeng Wu, Zheng Zhang, Jingyi Zhang, Guangming Lu
Multi-Granularity Interactive Transformer Hashing for Cross-modal Retrieval. ACM Multimedia (2023)
Yishu Liu, Bingzhi Chen, Zheng Zhang, Hongbing Yu, Shouhang Ru, Xiaosheng Chen, Guangming Lu
Self-paced Multi-view Learning for CT-based severity assessment of COVID-19. Biomed. Signal Process. Control. 83 (2023)
Yongbo Huang, Yuanpei Jin, Liqiang Zhang, Yishu Liu
Remote Sensing Object Counting Through Regression Ensembles and Learning to Rank. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Bingzhi Chen, Zhanhao Ye, Yishu Liu, Zheng Zhang, Jiahui Pan, Biqing Zeng, Guangming Lu
Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning. MICCAI (1) (2023)
Yishu Liu, Jingya Cao, Qi Zhang
The product marketing model of the economic zone by the sensor big data mining algorithm. Sustain. Comput. Informatics Syst. 36 (2022)
Yishu Liu, Chen Chen
Improved RFM Model for Customer Segmentation Using Hybrid Meta-heuristic Algorithm in Medical IoT Applications. Int. J. Artif. Intell. Tools 31 (1) (2022)
Yishu Liu, Qi Zhang, Zhihan Lv
Real-Time Intelligent Automatic Transportation Safety Based on Big Data Management. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Yishu Liu, Wenjie Zhang, Qi Zhang, Monire Norouzi
An optimized human resource management model for cloud-edge computing in the internet of things. Clust. Comput. 25 (4) (2022)
Qi Zhang, Yishu Liu
Smart user experience medical app interface design based on mobile devices. Expert Syst. J. Knowl. Eng. 39 (5) (2022)
Yishu Liu, Jiangbo Zheng
Intelligent management of supply chain logistics based on 5g LoT. Clust. Comput. 25 (3) (2022)
Yishu Liu, Liqiang Zhang, Zhengzhuo Han, Conghui Chen
Integrating Knowledge Distillation With Learning to Rank for Few-Shot Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yishu Liu, Guifang Fu
Emotion recognition by deeply learned multi-channel textual and EEG features. Future Gener. Comput. Syst. 119 (2021)
Yishu Liu, Weixiong Chen
Optimization of Brand Marketing Strategy of Intelligent Technology under the Background of Artificial Intelligence. Mob. Inf. Syst. 2021 (2021)
Bingzhi Chen, Yishu Liu, Zheng Zhang, Yingjian Li, Zhao Zhang, Guangming Lu, Hongbing Yu
Deep Active Context Estimation for Automated COVID-19 Diagnosis. ACM Trans. Multim. Comput. Commun. Appl. 17 (3s) (2021)
Yishu Liu, Qi Zhang, Weixiong Chen
Massive-scale complicated human action recognition: Theory and applications. Future Gener. Comput. Syst. 125 (2021)
Zhong Chen, Yishu Liu
Economic Development Ideas of Regional Convergence Industry Based on Artificial Intelligence Multimedia Background. Mob. Inf. Syst. 2021 (2021)
Bingzhi Chen, Yishu Liu, Zheng Zhang, Guangming Lu, David Zhang
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation. CoRR (2021)
Yishu Liu, Conghui Chen, Zhengzhuo Han, Liwang Ding, Yingbin Liu
High-Resolution Remote Sensing Image Retrieval Based on Classification-Similarity Networks and Double Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Yishu Liu, Zhengzhuo Han, Conghui Chen, Liwang Ding, Yingbin Liu
Eagle-Eyed Multitask CNNs for Aerial Image Retrieval and Scene Classification. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Yishu Liu, Yingbin Liu, Conghui Chen, Liwang Ding
Remote-sensing image retrieval with tree-triplet-classification networks. Neurocomputing 405 (2020)
Hongbing Yu, Zebin Lin, Yishu Liu, Jing Su, Bingzhi Chen, Guangming Lu
A New Technique for Diagnosis of Dental Caries on the Children's First Permanent Molar. IEEE Access 8 (2020)
Yishu Liu, Liwang Ding, Conghui Chen, Yingbin Liu
Similarity-Based Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Yishu Liu, Conghui Chen, Zhengzhuo Han, Yingbin Liu, Liwang Ding
Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval. ICPRAI (2020)
Yishu Liu, Ching Y. Suen, Yingbin Liu, Liwang Ding
Scene Classification Using Hierarchical Wasserstein CNN. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Yishu Liu, Yingbin Liu, Liwang Ding
Scene Classification by Coupling Convolutional Neural Networks With Wasserstein Distance. IEEE Geosci. Remote. Sens. Lett. 16 (5) (2019)
Yishu Liu, Yingbin Liu, Liwang Ding
Scene Classification Based on Two-Stage Deep Feature Fusion. IEEE Geosci. Remote. Sens. Lett. 15 (2) (2018)
Yishu Liu, Chao Huang
Scene Classification via Triplet Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Wuhong Lin, Huawang Wu, Yishu Liu, Dongsheng Lv, Lihua Yang
A CCA and ICA-Based Mixture Model for Identifying Major Depression Disorder. IEEE Trans. Medical Imaging 36 (3) (2017)
Yishu Liu, Zhihua Yang, Ching Y. Suen, Lihua Yang
A Study on Performance Improvement Due to Linear Fusion in Biometric Authentication Tasks. IEEE Trans. Syst. Man Cybern. Syst. 46 (9) (2016)
Yishu Liu, Zhihua Yang, Lihua Yang
Online Signature Verification Based on DCT and Sparse Representation. IEEE Trans. Cybern. 45 (11) (2015)
Zhihua Yang, Yishu Liu
An on-line signature verification based on timely nonlinear sampling and sparse representation. SPAC (2014)
Yishu Liu, Lihua Yang, Ching Y. Suen
The Effect of Correlation and Performances of Base-Experts on Score Fusion. IEEE Trans. Syst. Man Cybern. Syst. 44 (4) (2014)
Yishu Liu, Jinyu Cen, Qian Sun, Lihua Yang
A Design of Automatic Speech Playing System Based on Wavelet Transform. WAA (2001)