Xiaoyi Lv - RankMe

75 papers A 5B 5Journal 55Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-instance Learning Network with Prototype-instance Adversarial Contrastive for Cervix Pathology Grading. Medical Image Anal. Mingrui Ma, Furong Luo, Binlin Ma, Shuxian Liu, Xiaoyi Lv, Pan Huang
2026	J	`jnl`	A trinity-branch parallel fusion and supervised enhancement network: A multimodal celiac disease diagnosis network based on transformer and dual-tower supervision. Eng. Appl. Artif. Intell. Jiahe Li, Tian Shi, Chen Chen, Xuguang Zhou, Wei Liu, Xiaoyi Lv, Feng Gao, Cheng Chen
2026	J	`jnl`	GHTMDA: A self-supervised heterogeneous graph hierarchical contrastive learning model for efficient metabolite-disease associations prediction. Inf. Process. Manag. Binglu Hu, Ying Su, Xuecong Tian, Chen Chen, Xiaoyi Lv, Cheng Chen
2026	J	`jnl`	IMA-GAAE: an accurate grading framework for uterine corpus endometrial carcinoma based on multidimensional interpretable feature selection and graph adversarial network. Int. J. Mach. Learn. Cybern. Jie Shi, Ying Su, Hao Liu, Chen Chen, Xuecong Tian, Wenjia Guo, Cheng Chen, Xiaoyi Lv
2026	J	`jnl`	Infrared and visible image fusion model based on source image interaction. Pattern Recognit. Kuizhuang Liu, Chengwei Rao, Chen Chen, Cheng Chen, Bo Wang, Xiaoyi Lv
2026	J	`jnl`	Mixture-of-experts-based hierarchical dynamic multimodal fusion network for dermatological diagnosis. Neurocomputing Chen Hu, Feng Li, Min Li, Enguang Zuo, Xiaoyi Lv, Shumei Bao, Chengwei Rao, Xiaodong Xie, Cheng Chen, Chen Chen
2026	J	`jnl`	PatchFusionMLP: A scalable multi-resolution MLP framework for time series prediction. Pattern Recognit. Xinyu Bi, Chen Chen, Cheng Chen, Xiaoyi Lv, Junyu Zhu, Hongbing Ma, Enguang Zuo
2026	J	`jnl`	Rethinking unsupervised time series anomaly detection: Dynamic attention based on route inverse-masking. Appl. Soft Comput. Enguang Zuo, Jie Zhong, Chen Chen, Cheng Chen, Kurban Ubul, Xiaoyi Lv
2026	J	`jnl`	The research on the diagnostic technology for aortic dissection and acute myocardial infarction based on Raman and infrared spectroscopy combined with multimodal deep learning. Eng. Appl. Artif. Intell. Lei Yan, Guangyao Ma, Cheng Chen, Chen Chen, Jing Tao, Xuguang Zhou, Ting Tian, Hao Liu, Xiaoyi Lv, Yining Yang
2026	J	`jnl`	Towards superior graph representation: A multi-level cross-view approach integrating information bottleneck and contrastive learning. Appl. Soft Comput. Ruishuang Sun, Enguang Zuo, Xiaoyi Lv, Ziwei Yan, Chen Chen, Cheng Chen
2025	J	`jnl`	A single-cell RNA sequencing data imputation method based on non-negative matrix factorization and multi-kernel similarity network fusion. Eng. Appl. Artif. Intell. Pei Liu, Cheng Chen, Hao Liu, Jin Gu, Xinya Chen, Ying Su, Zhiyuan Cheng, Xiaoyi Lv, Chen Chen
2025	J	`jnl`	Address Anomalies at Critical Crossroads for Graph Anomaly Detection. IEEE Trans. Knowl. Data Eng. Junyi Yan, Enguang Zuo, Ke Liang, Meng Liu, Miaomiao Li, Xinwang Liu, Xiaoyi Lv, Kai Lu
2025	B	`conf`	Beyond Local Features: A Metadata-Driven Image Frequency Modulation Network for Skin Disease Classification. IJCNN Feng Li, Min Li, Chen Hu, Enguang Zuo, Xiaoyi Lv, Mingrui Ma, Chen Chen, Cheng Chen
2025	B	`conf`	Clinical Experience-inspired Multimodal Fusion Networks for Dermatological Classification. IJCNN Chen Hu, Feng Li, Cheng Chen, Chen Chen, Enguang Zuo, Guangjian Liu, Min Li, Xiaoyi Lv
2025	J	`jnl`	DCFusion: Difference correlation-driven fusion mechanism of infrared and visible images. Pattern Recognit. Min Li, Enguang Zuo, Feng Li, Cheng Chen, Chaoxun Guo, Pei Liu, Yunling Wang, Xiaoyi Lv, Chen Chen
2025	J	`jnl`	Disentangled global and local features of multi-source data variational autoencoder: An interpretable model for diagnosing IgAN via multi-source Raman spectral fusion techniques. Artif. Intell. Medicine Wei Shuai, Xuecong Tian, Enguang Zuo, Xueqin Zhang, Chen Lu, Jin Gu, Chen Chen, Xiaoyi Lv, Cheng Chen
2025	J	`jnl`	Efficient time series adaptive representation learning via Dynamic Routing Sparse Attention. Pattern Recognit. Wenyan Wang, Enguang Zuo, Chen Chen, Cheng Chen, Jie Zhong, Ziwei Yan, Xiaoyi Lv
2025	B	`conf`	FreTime:Dual-Branch Frequency-Time Representation Learning for Time Series. SMC Junyu Zhu, Enguang Zuo, Wenyan Wang, Ruishuang Sun, Ziwei Yan, Chen Chen, Cheng Chen, Xiaoyi Lv
2025	B	`conf`	Frequency-Spatial Domain Fusion for Graph Anomaly Detection. IJCNN Senbao Hou, Enguang Zuo, Wenyan Wang, Ruiting Wang, Xiaoyi Lv
2025	J	`jnl`	GMAMDA: Predicting Metabolite-Disease Associations Based on Adaptive Hardness Negative Sampling and Adaptive Graph Multiple Convolution. J. Chem. Inf. Model. Binglu Hu, Ying Su, Xuecong Tian, Chen Chen, Cheng Chen, Xiaoyi Lv
2025	J	`jnl`	High-order graph convolutional networks for circular Ribonucleic Acid and disease association prediction incorporating multiple biological relationships. Eng. Appl. Artif. Intell. Hao Liu, Chen Chen, Xiaoyi Lv, Jin Gu, Enguang Zuo, Chenjie Chang, Ying Su, Cheng Chen
2025	—	`conf`	MBGNet: Mamba-Based Boundary-Guided Multimodal Medical Image Segmentation Network. CVM (1) Ke Xu, Min Li, Guangjian Liu, Chen Chen, Cheng Chen, Enguang Zuo, Xiaoyi Lv
2025	J	`jnl`	Meta-ensemble learning with adaptive sampling for imbalanced medical Raman spectroscopy data. Appl. Soft Comput. Yishan Guo, Chenjie Chang, Cheng Chen, Jiahao Li, Jun Yu, Xue Wu, Yuxuan Guo, Shunzhe Mao, Wei Bi, Chen Chen, Xiaoyi Lv
2025	J	`jnl`	Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks. IEEE Trans. Emerg. Top. Comput. Intell. Songen Cao, Xiaoyi Lv, Yaxiong Ma, Xiaoke Ma
2025	J	`jnl`	Predicting disease associations based on the higher order structure of ceRNA networks. Briefings Bioinform. Zhaoliang Chai, Ying Su, Xuecong Tian, Chen Chen, Xiaoyi Lv, Cheng Chen
2025	J	`jnl`	RLCFE-Net: A reparameterization large convolutional kernel feature extraction network for weed detection in multiple scenarios. Expert Syst. Appl. Ao Guo, Zhenhong Jia, Baoquan Ge, Wei Chen, Sensen Song, Congbing He, Gang Zhou, Jiajia Wang, Xiaoyi Lv
2025	A	`conf`	SCGRL: Graph representation learning based on edge structure contrastive self-supervised framework. ICME Ruishuang Sun, Ruiting Wang, Enguang Zuo, Junyu Zhu, Chen Chen, Cheng Chen, Xiaoyi Lv
2025	J	`jnl`	TDMFS: Tucker decomposition multimodal fusion model for pan-cancer survival prediction. Artif. Intell. Medicine Jinchao Chen, Pei Liu, Chen Chen, Ying Su, Enguang Zuo, Min Li, Jiajia Wang, Ziwei Yan, Xinya Chen, Cheng Chen, Xiaoyi Lv
2025	J	`jnl`	The MLSE-SCAM architecture combines with the improved DRSN-TIC model for Raman spectroscopy small-sample data learning. Expert Syst. Appl. Zhiyuan Cheng, Fangfang Chen, Enguang Zuo, Zhongcheng Gong, Meng Xiao, Chenxi Li, Yue Liu, Pei Liu, Cheng Chen, Xiaoyi Lv, Chen Chen
2025	J	`jnl`	TreeXformer: Extracting tabular feature-context information using tree-structured semantics. Inf. Process. Manag. Yinhong Li, Hanwen Qu, Chen Chen, Xiaoyi Lv, Enguang Zuo, Kui Wang, Xulun Cai
2025	J	`jnl`	WIGNN: An adaptive graph-structured reasoning model for credit default prediction. Eng. Appl. Artif. Intell. Zhipeng Yan, Hanwen Qu, Chen Chen, Xiaoyi Lv, Enguang Zuo, Kui Wang, Xulun Cai
2025	B	`conf`	Zero-shot Stance Detection with Sentiment Signals and Contrastive Learning. IJCNN Guangzhen Liu, Kai Zhao, Linlin Zhang, Xuehua Bi, Xiaoyi Lv, Cheng Chen
2024	—	`conf`	A Survey of Zero-Shot Stance Detection. NLPCC (5) Guangzhen Liu, Kai Zhao, Linlin Zhang, Xuehua Bi, Xiaoyi Lv, Cheng Chen
2024	J	`jnl`	A prospective study: Advances in chaotic characteristics of serum Raman spectroscopy in the field of assisted diagnosis of disease. Expert Syst. Appl. Yue Liu, Chen Chen, Xuecong Tian, Enguang Zuo, Zhiyuan Cheng, Ying Su, Chenjie Chang, Min Li, Cheng Chen, Xiaoyi Lv
2024	J	`jnl`	AIGO-DTI: Predicting Drug-Target Interactions Based on Improved Drug Properties Combined with Adaptive Iterative Algorithms. J. Chem. Inf. Model. Sizhe Zhang, Xuecong Tian, Chen Chen, Ying Su, Wanhua Huang, Xiaoyi Lv, Cheng Chen, Hongyi Li
2024	J	`jnl`	ASFFuse: Infrared and visible image fusion model based on adaptive selection feature maps. Pattern Recognit. Kuizhuang Liu, Min Li, Enguang Zuo, Chen Chen, Cheng Chen, Bo Wang, Yunling Wang, Xiaoyi Lv
2024	J	`jnl`	Bi-Branching Feature Interaction Representation Learning for Multivariate Time Series. Appl. Soft Comput. Wenyan Wang, Enguang Zuo, Ruiting Wang, Jie Zhong, Chen Chen, Cheng Chen, Xiaoyi Lv
2024	J	`jnl`	CMACF: Transformer-based cross-modal attention cross-fusion model for systemic lupus erythematosus diagnosis combining Raman spectroscopy, FTIR spectroscopy, and metabolomics. Inf. Process. Manag. Xuguang Zhou, Chen Chen, Xiaoyi Lv, Enguang Zuo, Min Li, Lijun Wu, Xiaomei Chen, Xue Wu, Cheng Chen
2024	J	`jnl`	Cross Branch Co-Attention Network multimodal models based on Raman and FTIR spectroscopy for diagnosis of multiple selected cancers. Appl. Soft Comput. Xuguang Zhou, Chen Chen, Enguang Zuo, Cheng Chen, Xiaoyi Lv
2024	—	`conf`	DDA-NG: Fusing Non-negative Matrix Factorization and Graph Tranformer to Enhance Potential Dmg-Disease Associations. ICCEIC Jie Shi, Ying Su, Xiaoyi Lv, Xuecong Tian
2024	—	`conf`	DRA-CN: A Novel Dual-Resolution Attention Capsule Network for Histopathology Image Classification. PRCV (14) Palidan Tursun, Siyu Li, Min Li, Xiaoyi Lv, Cheng Chen, Chen Chen, Yunling Wang
2024	J	`jnl`	DSFusion: Infrared and visible image fusion method combining detail and scene information. Pattern Recognit. Kuizhuang Liu, Min Li, Cheng Chen, Chengwei Rao, Enguang Zuo, Yunling Wang, Ziwei Yan, Bo Wang, Chen Chen, Xiaoyi Lv
2024	J	`jnl`	Feature fusion technology based on serum FTIR spectra combined with chaos theory in the disease auxiliary diagnosis. Appl. Soft Comput. Yang Du, Cheng Chen, Chen Chen, Yue Liu, Lijun Wu, Enguang Zuo, Xiaoyi Lv
2024	J	`jnl`	Gaussian distribution resampling via Chebyshev distance for food computing. Appl. Soft Comput. Tianle Li, Enguang Zuo, Chen Chen, Cheng Chen, Jie Zhong, Junyi Yan, Xiaoyi Lv
2024	—	`conf`	MDKFusion: Medical Domain Knowledge-Inspired Area Amplification Network for Multi-Sequence MRI Image Fusion in Ischemic Stroke. BIBM Min Li, Pahati Tuxunjiang, Feng Li, Enguang Zuo, Xiaoyi Lv, Yunling Wang, Chen Chen, Cheng Chen
2024	J	`jnl`	Molecular sharing and molecular-specific representations for multimodal molecular property prediction. Appl. Soft Comput. Xuecong Tian, Sizhe Zhang, Ying Su, Wanhua Huang, Yongzheng Zhang, Xuan Ma, Keao Li, Xiaoyi Lv, Chen Chen, Cheng Chen
2024	—	`conf`	Rapid and noninvasive screening of IgA nephropathy based on tear Raman spectroscopy combined with deep learning algorithms. ISAIMS Xiaodong Xie, Jiawei Guo, Xueqin Zhang, Maidina Nabijiang, Di Zhang, Shanshan Wang, Chen Chen, Xiaoyi Lv, Cheng Chen
2024	—	`conf`	Rethinking the Necessity of Learnable Modal Alignment for Medical Image Fusion. PRCV (5) Min Li, Feng Li, Enguang Zuo, Xiaoyi Lv, Chen Chen, Cheng Chen
2024	A	`conf`	SMAE: A Split Masked Graph Autoencoder. ICME Ruiting Wang, Enguang Zuo, Chen Chen, Cheng Chen, Junyi Yan, Jie Zhong, Ziwei Yan, Xiaoyi Lv
2024	J	`jnl`	Self-contrastive Feature Guidance Based Multidimensional Collaborative Network of metadata and image features for skin disease classification. Pattern Recognit. Feng Li, Min Li, Enguang Zuo, Chen Chen, Cheng Chen, Xiaoyi Lv
2024	J	`jnl`	Tensor product graph diffusion based on nonlinear fusion of multi-source information to predict circRNA-disease associations. Appl. Soft Comput. Hao Liu, Chen Chen, Ying Su, Enguang Zuo, Lijun Wu, Min Li, Xuecong Tian, Chenjie Chang, Zhiyuan Cheng, Xiaoyi Lv, Cheng Chen
2023	A	`conf`	A Masked Attention Network with Query Sparsity Measurement for Time Series Anomaly Detection. ICME Jie Zhong, Enguang Zuo, Chen Chen, Cheng Chen, Junyi Yan, Tianle Li, Xiaoyi Lv
2023	A	`conf`	Accelerating BWA-MEM Read Mapping on GPUs. ICS Minh Pham, Yicheng Tu, Xiaoyi Lv
2023	J	`jnl`	Classification of benign and malignant parotid tumors based on CT images combined with stack generalization model. Medical Biol. Eng. Comput. NaZiLa HaLiMaiMaiTi, Yue Hong, Min Li, Hongtao Li, Yunling Wang, Chen Chen, Xiaoyi Lv, Cheng Chen
2023	—	`conf`	MLDF-Net: Metadata Based Multi-level Dynamic Fusion Network. PRCV (1) Feng Li, Enguang Zuo, Chen Chen, Cheng Chen, Mingrui Ma, Yunling Wang, Xiaoyi Lv, Min Li
2023	J	`jnl`	Recognizing breast tumors based on mammograms combined with pre-trained neural networks. Multim. Tools Appl. Yujie Bai, Min Li, Xiaojian Ma, Xiaojing Gan, Cheng Chen, Chen Chen, Xiaoyi Lv, Hongtao Li
2023	A	`conf`	Rethinking graph anomaly detection: A self-supervised Group Discrimination paradigm with Structure-Aware. ICME Junyi Yan, Enguang Zuo, Chen Chen, Cheng Chen, Jie Zhong, Tianle Li, Xiaoyi Lv
2023	—	`conf`	SDPP: A tumor disease diagnosis application based on vibration spectroscopy and machine learning. ISAIMS Chenjie Chang, Guifeng Zhao, Xiaoyi Lv
2023	J	`jnl`	SUCOLA: Self-adaptive structure refinement unsupervised contrastive learning framework for food safety risk early warning. Eng. Appl. Artif. Intell. Enguang Zuo, Junyi Yan, Alimjan Aysa, Chen Chen, Cheng Chen, Hongbing Ma, Xiaoyi Lv, Kurban Ubul
2023	J	`jnl`	Short Text Classification Based on Explicit and Implicit Multiscale Weighted Semantic Information. Symmetry Jun Gong, Juling Zhang, Wenqiang Guo, Zhilong Ma, Xiaoyi Lv
2022	J	`jnl`	A Heuristic Boolean NPN Equivalent Matching Verification Method Based on Shannon Decomposition. IEEE Access Juling Zhang, Wenqiang Guo, Guowu Yang, Yixin Zhu, Xiaoyi Lv
2022	J	`jnl`	Classification of multi-differentiated liver cancer pathological images based on deep learning attention mechanism. BMC Medical Informatics Decis. Mak. Chen Chen, Cheng Chen, Mingrui Ma, Xiaojian Ma, Xiaoyi Lv, Xiaogang Dong, Ziwei Yan, Min Zhu, Jiajia Chen
2022	J	`jnl`	Colon cancer diagnosis and staging classification based on machine learning and bioinformatics analysis. Comput. Biol. Medicine Ying Su, Xuecong Tian, Rui Gao, Wenjia Guo, Cheng Chen, Chen Chen, Dongfang Jia, Hongtao Li, Xiaoyi Lv
2022	J	`jnl`	Detection of β-Lactoglobulin by a Porous Silicon Microcavity Biosensor Based on the Angle Spectrum. Sensors Lanlan Bai, Yun Gao, Jiajia Wang, Tuerxunnayi Aili, Zhenhong Jia, Xiaoyi Lv, Xiaohui Huang, Jie Yang
2022	J	`jnl`	Spectral-Free Double Light Detection of DNA Based on a Porous Silicon Bragg Mirror. Sensors Shuangshuang Zhang, Miao Sun, Xinli Wang, Jiajia Wang, Zhenhong Jia, Xiaoyi Lv, Xiaohui Huang
2021	J	`jnl`	AF-SENet: Classification of Cancer in Cervical Tissue Pathological Images Based on Fusing Deep Convolution Features. Sensors Pan Huang, Xiaoheng Tan, Chen Chen, Xiaoyi Lv, Yongming Li
2021	—	`conf`	Application of multi-classification method of skin cancer based on dermoscopic image. ISAIMS Qian Chen, Min Li, Cheng Chen, Chen Chen, Xiaoyi Lv
2021	J	`jnl`	Research on Application of Classification Model Based on Stack Generalization in Staging of Cervical Tissue Pathological Images. IEEE Access Shuailei Zhang, Chen Chen, Cheng Chen, Fangfang Chen, Min Li, Bo Yang, Ziwei Yan, Xiaoyi Lv
2021	J	`jnl`	Research on the Auxiliary Classification and Diagnosis of Lung Cancer Subtypes Based on Histopathological Images. IEEE Access Min Li, Xiaojian Ma, Chen Chen, Yushuai Yuan, Shuailei Zhang, Ziwei Yan, Cheng Chen, Fangfang Chen, Yujie Bai, Panyun Zhou, Xiaoyi Lv, Mingrui Ma
2021	J	`jnl`	Research on the Classification of Benign and Malignant Parotid Tumors Based on Transfer Learning and a Convolutional Neural Network. IEEE Access Hongbin Zhang, Huicheng Lai, Yan Wang, Xiaoyi Lv, Yue Hong, Jianming Peng, Ziwei Zhang, Chen Chen, Cheng Chen
2020	J	`jnl`	Classification of Cervical Biopsy Images Based on LASSO and EL-SVM. IEEE Access Pan Huang, Shuailei Zhang, Min Li, Jing Wang, Cailing Ma, Bowei Wang, Xiaoyi Lv
2020	J	`jnl`	Computer-Aided Diagnosis and Staging of Pancreatic Cancer Based on CT Images. IEEE Access Min Li, Xiaohan Nie, Yilidan Reheman, Pan Huang, Shuailei Zhang, Yushuai Yuan, Chen Chen, Ziwei Yan, Cheng Chen, Xiaoyi Lv, Wei Han
2020	J	`jnl`	Fully convolutional attention network for biomedical image segmentation. Artif. Intell. Medicine Junlong Cheng, Shengwei Tian, Long Yu, Hongchun Lu, Xiaoyi Lv
2020	J	`jnl`	Recognition of Common Non-Normal Walking Actions Based on Relief-F Feature Selection and Relief-Bagging-SVM. Sensors Pan Huang, Yanping Li, Xiaoyi Lv, Wen Chen, Shuxian Liu
2019	J	`jnl`	The Enhanced Sensitivity of a Porous Silicon Microcavity Biosensor Based on an Angular Spectrum Using CdSe/ZnS Quantum Dots. Sensors Rui Zhou, Zhenhong Jia, Xiaoyi Lv, Xiaohui Huang