Yixiong Liang - RankMe

84 papers A* 7A 1B 5C 1Misc 6Journal 53Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel multimodal learning method for predicting treatment resistance in MPO-AAV with lung involvement. Biomed. Signal Process. Control. Yinan Zhang, Yigang Pei, Ting Meng, Yu Wang, Yong Zhong, Yixiong Liang
2026	J	`jnl`	Enhancing Instance Feature Representation: A Foundation Model-Based Multi-Instance Approach for Neonatal Retinal Screening. IEEE Trans. Biomed. Eng. Jie Guo, Keyi Wang, Guangshuang Tan, Gaojie Li, Xian Zhang, Jiawei Chen, Jie Hu, Yixiong Liang, Bing Jiang
2026	J	`jnl`	Integrating spatial features and dynamically learned temporal features via contrastive learning for video temporal grounding in LLM. Image Vis. Comput. Peifu Wang, Yixiong Liang, Yigang Cen, Lihui Cen, Zhe Qu, Jin Liu, Shichao Kan
2026	A*	`conf`	Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference. AAAI Bolei Chen, Jiaxu Kang, Haonan Yang, Ping Zhong, Yixiong Liang, Rui Fan, Jianxin Wang
2025	J	`jnl`	A unified Personalized Federated Learning framework ensuring Domain Generalization. Expert Syst. Appl. Yuan Liu, Zhe Qu, Shu Wang, Chengchao Shen, Yixiong Liang, Jianxin Wang
2025	J	`jnl`	An efficient framework based on large foundation model for cervical cytopathology whole slide image screening. Biomed. Signal Process. Control. Jialong Huang, Gaojie Li, Shichao Kan, Jianfeng Liu, Yixiong Liang
2025	A*	`conf`	Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning. ACM Multimedia Haojie Zhang, Yixiong Liang, Hulin Kuang, Lihui Cen, Zhe Qu, Yigang Cen, Min Zeng, Shichao Kan
2025	J	`jnl`	Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning. CoRR Haojie Zhang, Yixiong Liang, Hulin Kuang, Lihui Cen, Zhe Qu, Yigang Cen, Min Zeng, Shichao Kan
2025	A*	`conf`	Dynamic Residual Encoding with Slide-Level Contrastive Learning for End-to-End Whole Slide Image Representation. ACM Multimedia Jing Jin, Xu Liu, Te Gao, Zhihong Shi, Yixiong Liang, Ruiqing Zheng, Hulin Kuang, Min Zeng, Shichao Kan
2025	J	`jnl`	Dynamic Residual Encoding with Slide-Level Contrastive Learning for End-to-End Whole Slide Image Representation. CoRR Jing Jin, Xu Liu, Te Gao, Zhihong Shi, Yixiong Liang, Ruiqing Zheng, Hulin Kuang, Min Zeng, Shichao Kan
2025	Misc	`conf`	EPCPE: A Real-time End-to-End Pipeline for RGB-based Category-level 6D Pose Estimation. ICASSP Xiaofeng Fan, Jie Guo, Shichao Kan, Yixiong Liang
2024	—	`conf`	Aligning Multimodal Biomedical Images and Language via One Large Vision-Language Model. BIBM Haojie Zhang, Min Zeng, Jinfeng Ding, Yixiong Liang, Ruiqing Zheng, Zhe Qu, Min Li, Shichao Kan
2024	J	`jnl`	An efficient framework based on large foundation model for cervical cytopathology whole slide image screening. CoRR Jialong Huang, Gaojie Li, Shichao Kan, Jianfeng Liu, Yixiong Liang
2024	—	`conf`	DES-SAM: Distillation-Enhanced Semantic SAM for Cervical Nuclear Segmentation with Box Annotation. MICCAI (9) Lina Huang, Yixiong Liang, Jianfeng Liu
2024	A*	`conf`	Embodied Contrastive Learning with Geometric Consistency and Behavioral Awareness for Object Navigation. ACM Multimedia Bolei Chen, Jiaxu Kang, Ping Zhong, Yixiong Liang, Yu Sheng, Jianxin Wang
2024	A	`conf`	FedMMR: Multi-Modal Federated Learning via Missing Modality Reconstruction. ICME Shu Wang, Zhe Qu, Yuan Liu, Shichao Kan, Yixiong Liang, Jianxin Wang
2024	—	`conf`	HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation. MICCAI (9) Ziyuan Ding, Yixiong Liang, Shichao Kan, Qing Liu
2024	J	`jnl`	HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation. CoRR Ziyuan Ding, Yixiong Liang, Shichao Kan, Qing Liu
2024	J	`jnl`	Many birds, one stone: Medical image segmentation with multiple partially labeled datasets. Pattern Recognit. Qing Liu, Hailong Zeng, Zhaodong Sun, Xiaobai Li, Guoying Zhao, Yixiong Liang
2024	J	`jnl`	SemNav-HRO: A target-driven semantic navigation strategy with human-robot-object ternary fusion. Eng. Appl. Artif. Intell. Bolei Chen, Siyi Lu, Ping Zhong, Yongzheng Cui, Yixiong Liang, Jianxin Wang
2024	B	`conf`	Task-Aware Transformer For Partially Supervised Retinal Fundus Image Segmentation. IJCNN Hailong Zeng, Jianfeng Liu, Yixiong Liang
2024	J	`jnl`	Think Holistically, Act Down-to-Earth: A Semantic Navigation Strategy With Continuous Environmental Representation and Multi-Step Forward Planning. IEEE Trans. Circuits Syst. Video Technol. Bolei Chen, Jiaxu Kang, Ping Zhong, Yongzheng Cui, Siyi Lu, Yixiong Liang, Jianxin Wang
2024	J	`jnl`	Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval. CoRR Shichao Kan, Yuhai Deng, Yixiong Liang, Lihui Cen, Zhe Qu, Yigang Cen, Zhihai He
2023	Misc	`conf`	A Novel Transformer-Based Pipeline for Lung Cytopathological Whole Slide Image Classification. ICASSP Gaojie Li, Qing Liu, Haotian Liu, Yixiong Liang
2023	—	`conf`	Adaptive Cluster Assignment for Unsupervised Semantic Segmentation. PRCV (4) Shengqi Li, Qing Liu, Chaojun Zhang, Yixiong Liang
2023	J	`jnl`	Automated lesion segmentation in fundus images with many-to-many reassembly of features. Pattern Recognit. Qing Liu, Haotian Liu, Wei Ke, Yixiong Liang
2023	J	`jnl`	BEA-Net: Body and Edge Aware Network With Multi-Scale Short-Term Concatenation for Medical Image Segmentation. IEEE J. Biomed. Health Informatics Hulin Kuang, Yahui Wang, Yixiong Liang, Jin Liu, Jianxin Wang
2023	—	`conf`	CCBox: Improving Box-supervised Nuclei Segmentation with Consistency Constraint. BIBM Chaojun Zhang, Yixiong Liang, Qing Liu
2023	A*	`conf`	Confidence-Aware Contrastive Learning for Semantic Segmentation. ACM Multimedia Lele Lv, Qing Liu, Shichao Kan, Yixiong Liang
2023	J	`jnl`	EMExplorer: an episodic memory enhanced autonomous exploration strategy with Voronoi domain conversion and invalid action masking. Complex Intell. Syst. Bolei Chen, Ping Zhong, Yongzheng Cui, Siyi Lu, Yixiong Liang, Yu Sheng
2023	J	`jnl`	Exploring Contextual Relationships for Cervical Abnormal Cell Detection. IEEE J. Biomed. Health Informatics Yixiong Liang, Shuo Feng, Qing Liu, Hulin Kuang, Jianfeng Liu, Liyan Liao, Yun Du, Jianxin Wang
2023	B	`conf`	Exploring Effective Knowledge Distillation for Tiny Object Detection. ICIP Haotian Liu, Qing Liu, Yang Liu, Yixiong Liang, Guoying Zhao
2023	J	`jnl`	Modeling global distribution for federated learning with label distribution skew. Pattern Recognit. Tao Sheng, Chengchao Shen, Yuan Liu, Yeyu Ou, Zhe Qu, Yixiong Liang, Jianxin Wang
2023	J	`jnl`	STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots. ACM Trans. Intell. Syst. Technol. Bolei Chen, Yongzheng Cui, Ping Zhong, Wang Yang, Yixiong Liang, Jianxin Wang
2023	J	`jnl`	Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry. IEEE ACM Trans. Comput. Biol. Bioinform. Yixiong Liang, Zhihua Yin, Haotian Liu, Hailong Zeng, Jianxin Wang, Jianfeng Liu, Nanying Che
2022	A*	`conf`	Coded Residual Transform for Generalizable Deep Metric Learning. NeurIPS Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
2022	J	`jnl`	Coded Residual Transform for Generalizable Deep Metric Learning. CoRR Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
2022	J	`jnl`	Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images. IEEE J. Biomed. Health Informatics Qing Liu, Haotian Liu, Yang Zhao, Yixiong Liang
2022	J	`jnl`	Exploring Contextual Relationships for Cervical Abnormal Cell Detection. CoRR Yixiong Liang, Shuo Feng, Qing Liu, Hulin Kuang, Jianfeng Liu, Liyan Liao, Yun Du, Jianxin Wang
2022	J	`jnl`	Information-Driven Fast Marching Autonomous Exploration With Aerial Robots. IEEE Robotics Autom. Lett. Ping Zhong, Bolei Chen, Siyi Lu, Xiaoxi Meng, Yixiong Liang
2022	Misc	`conf`	Learning Deep Pathological Features for WSI-Level Cervical Cancer Grading. ICASSP Ruixiang Geng, Qing Liu, Shuo Feng, Yixiong Liang
2022	Misc	`conf`	MEJIGCLU: More Effective Jigsaw Clustering For Unsupervised Visual Representation Learning. ICASSP Yongsheng Zhang, Qing Liu, Yang Zhao, Yixiong Liang
2021	—	`conf`	BEA-SegNet: Body and Edge Aware Network for Medical Image Segmentation. BIBM Hulin Kuang, Yixiong Liang, Ning Liu, Jin Liu, Jianxin Wang
2021	J	`jnl`	Comparison detector for cervical cell/clumps detection in the limited data scenario. Neurocomputing Yixiong Liang, Zhihong Tang, Meng Yan, Jialin Chen, Qing Liu, Yao Xiang
2021	J	`jnl`	Global context-aware cervical cell detection with soft scale anchor matching. Comput. Methods Programs Biomed. Yixiong Liang, Changli Pan, Wanxin Sun, Qing Liu, Yun Du
2021	J	`jnl`	M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images. CoRR Qing Liu, Haotian Liu, Yixiong Liang
2020	Misc	`conf`	A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images. ICASSP Meng Yan, Qing Liu, Zhihua Yin, Du Wang, Yixiong Liang
2020	Misc	`conf`	A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. ICASSP Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang
2020	B	`conf`	Disentangled Representation Learning Based Multidomain Stain Normalization For Histological Images. ICIP Yao Xiang, Jialin Chen, Qing Liu, Yixiong Liang
2020	J	`jnl`	Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images. CoRR Qing Liu, Haotian Liu, Yixiong Liang
2019	J	`jnl`	A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. CoRR Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang
2019	J	`jnl`	A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network. CoRR Yao Xiang, Wanxin Sun, Changli Pan, Meng Yan, Zhihua Yin, Yixiong Liang
2019	J	`jnl`	Combining static and dynamic features for real-time moving pedestrian detection. Multim. Tools Appl. Yingjun Jiang, Jianxin Wang, Yixiong Liang, Jiazhi Xia
2019	J	`jnl`	Dual-attention Focused Module for Weakly Supervised Object Localization. CoRR Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang
2019	J	`jnl`	Efficient misalignment-robust multi-focus microscopical images fusion. Signal Process. Yixiong Liang, Yuan Mao, Zhihong Tang, Meng Yan, Yu-qian Zhao, Jianfeng Liu
2019	J	`jnl`	Scale-invariant structure saliency selection for fast image fusion. Neurocomputing Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu
2018	J	`jnl`	A Novel Diabetic Retinopathy Classification Scheme based on Compact Bilinear Pooling CNN and Gradient Boosted Decision Tree. J. Inf. Hiding Multim. Signal Process. Chunyan Lian, Yixiong Liang, Rui Kang, Yuan Mao, Yao Xiang, Ling Gao
2018	J	`jnl`	An End-to-End System for Automatic Urinary Particle Recognition with Convolutional Neural Network. J. Medical Syst. Yixiong Liang, Rui Kang, Chunyan Lian, Yuan Mao
2018	J	`jnl`	Automatic liver vessel segmentation using 3D region growing and hybrid active contour model. Comput. Biol. Medicine Ye-zhan Zeng, Shenghui Liao, Ping Tang, Yu-qian Zhao, Miao Liao, Yan Chen, Yixiong Liang
2018	J	`jnl`	CNN-Based Automatic Urinary Particles Recognition. CoRR Rui Kang, Yixiong Liang, Chunyan Lian, Yuan Mao
2018	J	`jnl`	Comparison Detector: A novel object detection method for small dataset. CoRR Zhihong Tang, Yixiong Liang, Meng Yan, Jialin Chen, Jianfeng Liu
2018	—	`conf`	Deep Convolutional Neural Networks for Diabetic Retinopathy Classification. ICAIP Chunyan Lian, Yixiong Liang, Rui Kang, Yao Xiang
2018	J	`jnl`	Efficient Misalignment-Robust Multi-Focus Microscopical Images Fusion. CoRR Yixiong Liang, Yuan Mao, Zhihong Tang, Meng Yan, Yu-qian Zhao, Jianfeng Liu
2018	J	`jnl`	Exploring linear projections for revealing clusters, outliers, and trends in subsets of multi-dimensional datasets. J. Vis. Lang. Comput. Jiazhi Xia, Le Gao, Kezhi Kong, Ying Zhao, Yi Chen, Xiaoyan Kui, Yixiong Liang
2018	J	`jnl`	Scale-Invariant Structure Saliency Selection for Fast Image Fusion. CoRR Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu
2017	J	`jnl`	Automatic Retinal Image Registration Using Blood Vessel Segmentation and SIFT Feature. Int. J. Pattern Recognit. Artif. Intell. Fan Guo, Xin Zhao, Beiji Zou, Yixiong Liang
2017	J	`jnl`	Liver vessel segmentation and identification based on oriented flux symmetry and graph cuts. Comput. Methods Programs Biomed. Ye-zhan Zeng, Yu-qian Zhao, Ping Tang, Miao Liao, Yixiong Liang, Shenghui Liao, Beiji Zou
2017	J	`jnl`	Retinal vessel segmentation in colour fundus images using Extreme Learning Machine. Comput. Medical Imaging Graph. Chengzhang Zhu, Beiji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yixiong Liang
2011	J	`jnl`	A Multi-layer Model for Face Aging Simulation. Trans. Edutainment Yixiong Liang, Ying Xu, Lingbo Liu, Shenghui Liao, Beiji Zou
2011	A*	`conf`	Exploring regularized feature selection for person specific face verification. ICCV Yixiong Liang, Shenghui Liao, Lei Wang, Beiji Zou
2011	J	`jnl`	Feature Selection via Sparse Approximation for Face Recognition CoRR Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou
2011	J	`jnl`	Feature selection via simultaneous sparse approximation for person specific face verification CoRR Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou
2011	B	`conf`	Feature selection via simultaneous sparse approximation for person specific face verification. ICIP Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou
2011	C	`conf`	Learning Local Binary Patterns with Enhanced Boosting for Face Recognition. CIS Fanyi Xiao, Yixiong Liang, Xiaohui Qu
2011	J	`jnl`	Multi-task GLOH feature selection for human age estimation CoRR Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou
2011	B	`conf`	Multi-task GLOH feature selection for human age estimation. ICIP Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou
2011	J	`jnl`	Practical craniofacial surgery simulator based on GPU accelerated lattice shape matching. Comput. Animat. Virtual Worlds Shenghui Liao, Yixiong Liang, Ling-Zhi Li, Beiji Zou, Xing-Hao Zhu, Wei Ai
2008	J	`jnl`	Null space discriminant locality preserving projections for face recognition. Neurocomputing Liping Yang, Weiguo Gong, Xiaohua Gu, Weihong Li, Yixiong Liang
2007	J	`jnl`	Uncorrelated linear discriminant analysis based on weighted pairwise Fisher criterion. Pattern Recognit. Yixiong Liang, Chengrong Li, Weiguo Gong, Yingjun Pan
2005	—	`conf`	Face Recognition Using Heteroscedastic Weighted Kernel Discriminant Analysis. ICAPR (2) Yixiong Liang, Weiguo Gong, Weihong Li, Yingjun Pan
2005	—	`conf`	Face Recognition Using Uncorrelated, Weighted Linear Discriminant Analysis. ICAPR (2) Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li
2005	—	`conf`	Feature Selection Based on KPCA, SVM and GSFS for Face Recognition. ICAPR (2) Weihong Li, Weiguo Gong, Yixiong Liang, Weimin Chen
2005	—	`conf`	Gabor Features-Based Classification Using SVM for Face Recognition. ISNN (2) Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li, Zhenjiang Hu
2005	J	`jnl`	Generalizing relevance weighted LDA. Pattern Recognit. Yixiong Liang, Weiguo Gong, Yingjun Pan, Weihong Li