Yixiong Liang

According to our database, Yixiong Liang authored at least 64 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A unified Personalized Federated Learning framework ensuring Domain Generalization.

Yuan Liu, Zhe Qu, Shu Wang, Chengchao Shen, Yixiong Liang, Jianxin Wang

Expert Syst. Appl., 2025

2024

Think Holistically, Act Down-to-Earth: A Semantic Navigation Strategy With Continuous Environmental Representation and Multi-Step Forward Planning.

Bolei Chen, Jiaxu Kang, Ping Zhong, Yongzheng Cui, Siyi Lu, Yixiong Liang, Jianxin Wang

IEEE Trans. Circuits Syst. Video Technol., May, 2024

SemNav-HRO: A target-driven semantic navigation strategy with human-robot-object ternary fusion.

Bolei Chen, Siyi Lu, Ping Zhong, Yongzheng Cui, Yixiong Liang, Jianxin Wang

Eng. Appl. Artif. Intell., January, 2024

Many birds, one stone: Medical image segmentation with multiple partially labeled datasets.

Qing Liu, Hailong Zeng, Zhaodong Sun, Xiaobai Li, Guoying Zhao, Yixiong Liang

Pattern Recognit., 2024

An efficient framework based on large foundation model for cervical cytopathology whole slide image screening.

Jialong Huang, Gaojie Li, Shichao Kan, Jianfeng Liu, Yixiong Liang

CoRR, 2024

Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval.

Shichao Kan, Yuhai Deng, Yixiong Liang, Lihui Cen, Zhe Qu, Yigang Cen, Zhihai He

CoRR, 2024

Embodied Contrastive Learning with Geometric Consistency and Behavioral Awareness for Object Navigation.

Bolei Chen, Jiaxu Kang, Ping Zhong, Yixiong Liang, Yu Sheng, Jianxin Wang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DES-SAM: Distillation-Enhanced Semantic SAM for Cervical Nuclear Segmentation with Box Annotation.

Lina Huang, Yixiong Liang, Jianfeng Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation.

Ziyuan Ding, Yixiong Liang, Shichao Kan, Qing Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Task-Aware Transformer For Partially Supervised Retinal Fundus Image Segmentation.

Hailong Zeng, Jianfeng Liu, Yixiong Liang

Proceedings of the International Joint Conference on Neural Networks, 2024

FedMMR: Multi-Modal Federated Learning via Missing Modality Reconstruction.

Shu Wang, Zhe Qu, Yuan Liu, Shichao Kan, Yixiong Liang, Jianxin Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots.

Bolei Chen, Yongzheng Cui, Ping Zhong, Wang Yang, Yixiong Liang, Jianxin Wang

ACM Trans. Intell. Syst. Technol., December, 2023

Modeling global distribution for federated learning with label distribution skew.

Tao Sheng, Chengchao Shen, Yuan Liu, Yeyu Ou, Zhe Qu, Yixiong Liang, Jianxin Wang

Pattern Recognit., November, 2023

BEA-Net: Body and Edge Aware Network With Multi-Scale Short-Term Concatenation for Medical Image Segmentation.

Hulin Kuang, Yahui Wang, Yixiong Liang, Jin Liu, Jianxin Wang

IEEE J. Biomed. Health Informatics, October, 2023

Exploring Contextual Relationships for Cervical Abnormal Cell Detection.

Yixiong Liang, Shuo Feng, Qing Liu, Hulin Kuang, Jianfeng Liu, Liyan Liao, Yun Du, Jianxin Wang

IEEE J. Biomed. Health Informatics, August, 2023

Automated lesion segmentation in fundus images with many-to-many reassembly of features.

Qing Liu, Haotian Liu, Wei Ke, Yixiong Liang

Pattern Recognit., April, 2023

Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry.

Yixiong Liang, Zhihua Yin, Haotian Liu, Hailong Zeng, Jianxin Wang, Jianfeng Liu, Nanying Che

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Adaptive Cluster Assignment for Unsupervised Semantic Segmentation.

Shengqi Li, Qing Liu, Chaojun Zhang, Yixiong Liang

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Confidence-Aware Contrastive Learning for Semantic Segmentation.

Lele Lv, Qing Liu, Shichao Kan, Yixiong Liang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring Effective Knowledge Distillation for Tiny Object Detection.

Haotian Liu, Qing Liu, Yang Liu, Yixiong Liang, Guoying Zhao

Proceedings of the IEEE International Conference on Image Processing, 2023

A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification.

Gaojie Li, Qing Liu, Haotian Liu, Yixiong Liang

Proceedings of the IEEE International Conference on Acoustics, 2023

CCBox: Improving Box-supervised Nuclei Segmentation with Consistency Constraint.

Chaojun Zhang, Yixiong Liang, Qing Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images.

Qing Liu, Haotian Liu, Yang Zhao, Yixiong Liang

IEEE J. Biomed. Health Informatics, 2022

Information-Driven Fast Marching Autonomous Exploration With Aerial Robots.

Ping Zhong, Bolei Chen, Siyi Lu, Xiaoxi Meng, Yixiong Liang

IEEE Robotics Autom. Lett., 2022

Coded Residual Transform for Generalizable Deep Metric Learning.

Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MEJIGCLU: More Effective Jigsaw Clustering For Unsupervised Visual Representation Learning.

Yongsheng Zhang, Qing Liu, Yang Zhao, Yixiong Liang

Proceedings of the IEEE International Conference on Acoustics, 2022

Learning Deep Pathological Features for WSI-Level Cervical Cancer Grading.

Ruixiang Geng, Qing Liu, Shuo Feng, Yixiong Liang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Comparison detector for cervical cell/clumps detection in the limited data scenario.

Yixiong Liang, Zhihong Tang, Meng Yan, Jialin Chen, Qing Liu, Yao Xiang

Neurocomputing, 2021

M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images.

Qing Liu, Haotian Liu, Yixiong Liang

CoRR, 2021

Global context-aware cervical cell detection with soft scale anchor matching.

Yixiong Liang, Changli Pan, Wanxin Sun, Qing Liu, Yun Du

Comput. Methods Programs Biomed., 2021

BEA-SegNet: Body and Edge Aware Network for Medical Image Segmentation.

Hulin Kuang, Yixiong Liang, Ning Liu, Jin Liu, Jianxin Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images.

Qing Liu, Haotian Liu, Yixiong Liang

CoRR, 2020

Disentangled Representation Learning Based Multidomain Stain Normalization For Histological Images.

Yao Xiang, Jialin Chen, Qing Liu, Yixiong Liang

Proceedings of the IEEE International Conference on Image Processing, 2020

A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images.

Meng Yan, Qing Liu, Zhihua Yin, Du Wang, Yixiong Liang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation.

Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Efficient misalignment-robust multi-focus microscopical images fusion.

Yixiong Liang, Yuan Mao, Zhihong Tang, Meng Yan, Yu-qian Zhao, Jianfeng Liu

Signal Process., 2019

Combining static and dynamic features for real-time moving pedestrian detection.

Yingjun Jiang, Jianxin Wang, Yixiong Liang, Jiazhi Xia

Multim. Tools Appl., 2019

Scale-invariant structure saliency selection for fast image fusion.

Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu

Neurocomputing, 2019

A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network.

Yao Xiang, Wanxin Sun, Changli Pan, Meng Yan, Zhihua Yin, Yixiong Liang

CoRR, 2019

Dual-attention Focused Module for Weakly Supervised Object Localization.

Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang

CoRR, 2019

2018

Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets.

Jiazhi Xia, Le Gao, Kezhi Kong, Ying Zhao, Yi Chen, Xiaoyan Kui, Yixiong Liang

J. Vis. Lang. Comput., 2018

An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network.

Yixiong Liang, Rui Kang, Chunyan Lian, Yuan Mao

J. Medical Syst., 2018

A Novel Diabetic Retinopathy Classification Scheme based on Compact Bilinear Pooling CNN and Gradient Boosted Decision Tree.

Chunyan Lian, Yixiong Liang, Rui Kang, Yuan Mao, Yao Xiang, Ling Gao

J. Inf. Hiding Multim. Signal Process., 2018

Comparison Detector: A novel object detection method for small dataset.

Zhihong Tang, Yixiong Liang, Meng Yan, Jialin Chen, Jianfeng Liu

CoRR, 2018

CNN-Based Automatic Urinary Particles Recognition.

Rui Kang, Yixiong Liang, Chunyan Lian, Yuan Mao

CoRR, 2018

Automatic liver vessel segmentation using 3D region growing and hybrid active contour model.

Ye-zhan Zeng, Shenghui Liao, Ping Tang, Yu-qian Zhao, Miao Liao, Yan Chen, Yixiong Liang

Comput. Biol. Medicine, 2018

Deep Convolutional Neural Networks for Diabetic Retinopathy Classification.

Chunyan Lian, Yixiong Liang, Rui Kang, Yao Xiang

Proceedings of the 2nd International Conference on Advances in Image Processing, 2018

2017

Automatic Retinal Image Registration Using Blood Vessel Segmentation and SIFT Feature.

Fan Guo, Xin Zhao, Beiji Zou, Yixiong Liang

Int. J. Pattern Recognit. Artif. Intell., 2017

Liver vessel segmentation and identification based on oriented flux symmetry and graph cuts.

Ye-zhan Zeng, Yu-qian Zhao, Ping Tang, Miao Liao, Yixiong Liang, Shenghui Liao, Beiji Zou

Comput. Methods Programs Biomed., 2017

Retinal vessel segmentation in colour fundus images using Extreme Learning Machine.

Chengzhang Zhu, Beiji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yixiong Liang

Comput. Medical Imaging Graph., 2017

2011

A Multi-layer Model for Face Aging Simulation.

Yixiong Liang, Ying Xu, Lingbo Liu, Shenghui Liao, Beiji Zou

Trans. Edutainment, 2011

Practical craniofacial surgery simulator based on GPU accelerated lattice shape matching.

Shenghui Liao, Yixiong Liang, Ling-Zhi Li, Beiji Zou, Xing-Hao Zhu, Wei Ai

Comput. Animat. Virtual Worlds, 2011

Feature Selection via Sparse Approximation for Face Recognition

Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou

CoRR, 2011

Feature selection via simultaneous sparse approximation for person specific face verification.

Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-task GLOH feature selection for human age estimation.

Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Exploring regularized feature selection for person specific face verification.

Yixiong Liang, Shenghui Liao, Lei Wang, Beiji Zou

Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning Local Binary Patterns with Enhanced Boosting for Face Recognition.

Fanyi Xiao, Yixiong Liang, Xiaohui Qu

Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2008

Null space discriminant locality preserving projections for face recognition.

Liping Yang, Weiguo Gong, Xiaohua Gu, Weihong Li, Yixiong Liang

Neurocomputing, 2008

2007

Uncorrelated linear discriminant analysis based on weighted pairwise Fisher criterion.

Yixiong Liang, Chengrong Li, Weiguo Gong, Yingjun Pan

Pattern Recognit., 2007

2005

Generalizing relevance weighted LDA.

Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li

Pattern Recognit., 2005

Gabor Features-Based Classification Using SVM for Face Recognition.

Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li, Zhenjiang Hu

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Face Recognition Using Uncorrelated, Weighted Linear Discriminant Analysis.

Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li

Proceedings of the Pattern Recognition and Image Analysis, 2005

Face Recognition Using Heteroscedastic Weighted Kernel Discriminant Analysis.

Yixiong Liang, Weiguo Gong, Weihong Li, Yingjun Pan

Proceedings of the Pattern Recognition and Image Analysis, 2005

Feature Selection Based on KPCA, SVM and GSFS for Face Recognition.

Weihong Li, Weiguo Gong, Yixiong Liang, Weimin Chen

Proceedings of the Pattern Recognition and Image Analysis, 2005