Ruxin Wang

Orcid: 0000-0003-4772-3284

Affiliations:

Shenzhen Institute of Advanced Technology, China
Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, China
University of Chinese Academy of Sciences, Department of operational research and cybernetics, Beijing, China (PhD 2017)

According to our database¹, Ruxin Wang authored at least 43 papers between 2018 and 2026.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Cyclic Contrastive Representation Learning for Incomplete Multi-Modal Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, June, 2026

A Recursive Decomposition Framework for Causal Structure Learning in the Presence of Latent Variables.

[BibT_eX]

[DOI]

CoRR, May, 2026

MORSE: Molecular representation learning via structured semantic extraction across hierarchical and asymmetric biological modalities.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Causality-inspired latent feature augmentation for single domain generalization.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Semi-MedSAM: Adapting SAM-assisted semi-supervised multi-modality learning for medical endoscopic image segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2026

Causal discovery by continuous optimization with weighted superstructure.

[BibT_eX]

[DOI]

Neural Networks, 2026

Multimodal medical endoscopic image analysis via progressive disentangle-aware contrastive learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2026

Learning directed acyclic graphs via noising and denoising.

[BibT_eX]

[DOI]

Inf. Sci., 2026

Gene-guided multimodal data fusion for cancer patient survival analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2026

2025

Towards interpretable sleep stage classification with a multi-stream fusion network.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., December, 2025

Dynamic debiasing of multi-hop fact verification via counterfactual reasoning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

Regression-based conditional independence test with adaptive kernels.

[BibT_eX]

[DOI]

Artif. Intell., 2025

Shuffle-Diversity Collaborative Federated Learning for Imbalanced Medical Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Perturbing Confounders via Causal Disentanglement for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

RankRRG: A Rank-Aware Framework for Automated Radiology Report Generation.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 21st International Conference, 2025

2024

Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, July, 2024

CDRM: Causal disentangled representation learning for missing data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

LoCo: Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Causality-inspired Latent Feature Augmentation for Single Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2023

Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation.

[BibT_eX]

[DOI]

CoRR, 2023

TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

2022

Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Boundary-aware context neural network for medical image segmentation.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Perturb more, trap more: Understanding behaviors of graph neural networks.

[BibT_eX]

[DOI]

Chaojie Ji

Ruxin Wang

Hongyan Wu

Neurocomputing, 2022

Cascaded context enhancement network for automatic skin lesion segmentation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

2021

A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Improving influenza surveillance based on multi-granularity deep spatiotemporal neural network.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2021

2020

Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection.

[BibT_eX]

[DOI]

Ruxin Wang

Jianping Fan

Ye Li

IEEE J. Biomed. Health Informatics, 2020

A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization.

[BibT_eX]

[DOI]

CoRR, 2020

Cascaded Context Enhancement for Automated Skin Lesion Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs.

[BibT_eX]

[DOI]

CoRR, 2020

A Spatial Attention based Convolutional Neural Network for Gesture recognition with HD-sEMG signals.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

2019

Multi-class Arrhythmia Detection based on Neural Network with Multi-stage Features Fusion.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Cuff-less Blood Pressure Measurement Based on Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

Ruxin Wang

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