Ruxin Wang

45 papers A* 2A 1B 1C 1Journal 34Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Causality-inspired latent feature augmentation for single domain generalization.
Pattern Recognit.
Jian Xu, Chaojie Ji, Yankai Cao, Ye Li, Wei Zhao, Ruxin Wang
2026 J jnl
Gene-guided multimodal data fusion for cancer patient survival analysis.
Neurocomputing
Mingjie Xu, Li Cai, Zongbao Yang, Ruxin Wang, Hao Zhang
2026 J jnl
Learning directed acyclic graphs via noising and denoising.
Inf. Sci.
Chaojie Ji, Jialin Nan, Hongyan Wu, Shiyun Wang, Ruxin Wang, Yankai Cao
2026 J jnl
MORSE: Molecular representation learning via structured semantic extraction across hierarchical and asymmetric biological modalities.
Pattern Recognit.
Ronghui Zhang, Mengran Li, Wenbin Xing, Bo Li, Chengyang Zhang, Wenxuan Tu, Yongfu Li, Ruxin Wang
2026 J jnl
Multimodal medical endoscopic image analysis via progressive disentangle-aware contrastive learning.
Medical Image Anal.
Junhao Wu, Yun Li, Junhao Li, Jingliang Bian, Xiaomao Fan, Wenbin Lei, Ruxin Wang
2026 J jnl
Semi-MedSAM: Adapting SAM-assisted semi-supervised multi-modality learning for medical endoscopic image segmentation.
Pattern Recognit.
Junhao Li, Yun Li, Junhao Wu, Chaojie Ji, Zhijie Chen, Wenbin Lei, Ruxin Wang
2025 J jnl
Dynamic debiasing of multi-hop fact verification via counterfactual reasoning.
Knowl. Based Syst.
Jianbo Zhao, Yuzhong Peng, Zongbao Yang, Zhichen Chen, Changan Yuan, Xiao Qin, Ruxin Wang, Hao Zhang
2025 A* conf
Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise.
IJCAI
Yewei Xia, Xueliang Cui, Hao Zhang, Yixin Ren, Feng Xie, Jihong Guan, Ruxin Wang, Shuigeng Zhou
2025 J jnl
Multimodal Medical Endoscopic Image Analysis via Progressive Disentangle-aware Contrastive Learning.
CoRR
Junhao Wu, Yun Li, Junhao Li, Jingliang Bian, Xiaomao Fan, Wenbin Lei, Ruxin Wang
2025 A conf
Perturbing Confounders via Causal Disentanglement for Domain Generalization.
ICME
Jingliang Bian, Junhao Li, Jian Xu, Ruxin Wang
2025 — conf
RankRRG: A Rank-Aware Framework for Automated Radiology Report Generation.
ADMA (2)
Meiyu Qiu, Yun Li, Xiaomao Fan, Yumeng Liu, Jinzhou Cao, Bowen Zhang, Ruxin Wang, Wenjun Ma, Wenbin Lei
2025 J jnl
Regression-based conditional independence test with adaptive kernels.
Artif. Intell.
Yixin Ren, Juncai Zhang, Yewei Xia, Ruxin Wang, Feng Xie, Jihong Guan, Hao Zhang, Shuigeng Zhou
2025 A* conf
SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization.
ICML
Yan Liu, Mingjie Chen, Chaojie Ji, Hao Zhang, Ruxin Wang
2025 — conf
Shuffle-Diversity Collaborative Federated Learning for Imbalanced Medical Image Analysis.
MICCAI (14)
Wenpeng Gao, Liantao Lan, Yumeng Liu, Ruxin Wang, Xiaomao Fan
2025 J jnl
Towards interpretable sleep stage classification with a multi-stream fusion network.
BMC Medical Informatics Decis. Mak.
Jingrui Chen, Xiaomao Fan, Ruiquan Ge, Jing Xiao, Ruxin Wang, Wenjun Ma, Ye Li
2024 J jnl
CDRM: Causal disentangled representation learning for missing data.
Knowl. Based Syst.
Mingjie Chen, Hongcheng Wang, Ruxin Wang, Yuzhong Peng, Hao Zhang
2024 J jnl
Causality-inspired Latent Feature Augmentation for Single Domain Generalization.
CoRR
Jian Xu, Chaojie Ji, Yankai Cao, Ye Li, Ruxin Wang
2024 J jnl
LoCo: Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation.
CoRR
Lingcong Cai, Yun Li, Xiaomao Fan, Kaixuan Song, Yongcheng Li, Yixuan Yuan, Ruxin Wang, Wenbin Lei
2024 — conf
Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation.
BCB
Xiao Song, Jiafan Liu, Yan Liu, Yun Li, Wenbin Lei, Ruxin Wang
2024 J jnl
Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization.
ACM Trans. Knowl. Discov. Data
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2023 J jnl
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Chaojie Ji, Yijia Zheng, Ruxin Wang, Yunpeng Cai, Hongyan Wu
2023 J jnl
Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization.
IEEE Trans. Knowl. Data Eng.
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2023 J jnl
Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation.
CoRR
Xiao Song, Jiafan Liu, Yun Li, Wenbin Lei, Ruxin Wang
2023 — conf
TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning.
ISBRA
Hongyang Lei, Huazhen Huang, Bokai Yang, Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2022 J jnl
Boundary-aware context neural network for medical image segmentation.
Medical Image Anal.
Ruxin Wang, Shuyuan Chen, Chaojie Ji, Jianping Fan, Ye Li
2022 J jnl
Cascaded context enhancement network for automatic skin lesion segmentation.
Expert Syst. Appl.
Ruxin Wang, Shuyuan Chen, Chaojie Ji, Ye Li
2022 J jnl
Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Ruxin Wang, Chaojie Ji, Yuxiao Zhang, Ye Li
2022 J jnl
Perturb more, trap more: Understanding behaviors of graph neural networks.
Neurocomputing
Chaojie Ji, Ruxin Wang, Hongyan Wu
2022 J jnl
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering.
IEEE Trans. Cybern.
Chaojie Ji, Hongwei Chen, Ruxin Wang, Yunpeng Cai, Hongyan Wu
2021 J jnl
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data.
IEEE Trans. Comput. Soc. Syst.
Ruxin Wang, Chaojie Ji, Zhiming Jiang, Yongsheng Wu, Ling Yin, Ye Li
2021 J jnl
Improving influenza surveillance based on multi-granularity deep spatiotemporal neural network.
Comput. Biol. Medicine
Ruxin Wang, Hongyan Wu, Yongsheng Wu, Jing Zheng, Ye Li
2020 C conf
A Spatial Attention based Convolutional Neural Network for Gesture recognition with HD-sEMG signals.
HealthCom
Sirong Hao, Ruxin Wang, Yishan Wang, Ye Li
2020 J jnl
A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals.
Neural Comput. Appl.
Xiaomao Fan, Zhejing Hu, Ruxin Wang, Liyan Yin, Ye Li, Yunpeng Cai
2020 J jnl
Boundary-aware Context Neural Network for Medical Image Segmentation.
CoRR
Ruxin Wang, Shuyuan Chen, Chaojie Ji, Jianping Fan, Ye Li
2020 J jnl
Cascaded Context Enhancement for Automated Skin Lesion Segmentation.
CoRR
Ruxin Wang, Shuyuan Chen, Jianping Fan, Ye Li
2020 J jnl
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection.
IEEE J. Biomed. Health Informatics
Ruxin Wang, Jianping Fan, Ye Li
2020 J jnl
Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization.
CoRR
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2020 J jnl
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization.
CoRR
Chaojie Ji, Yijia Zheng, Ruxin Wang, Yunpeng Cai, Hongyan Wu
2020 J jnl
HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs.
CoRR
Chaojie Ji, Ruxin Wang, Rongxiang Zhu, Yunpeng Cai, Hongyan Wu
2020 J jnl
Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network.
Inf. Fusion
Qihang Yao, Ruxin Wang, Xiaomao Fan, Jikui Liu, Ye Li
2020 J jnl
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks.
CoRR
Chaojie Ji, Ruxin Wang, Hongyan Wu
2020 J jnl
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering.
CoRR
Chaojie Ji, Hongwei Chen, Ruxin Wang, Yunpeng Cai, Hongyan Wu
2019 — conf
Cuff-less Blood Pressure Measurement Based on Deep Convolutional Neural Network.
EMBC
Zeng-Ding Liu, Fen Miao, Ruxin Wang, Jikui Liu, Bo Wen, Ye Li
2019 B conf
Multi-class Arrhythmia Detection based on Neural Network with Multi-stage Features Fusion.
SMC
Ruxin Wang, Qihang Yao, Xiaomao Fan, Ye Li
2018 — conf
Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram.
DASC/PiCom/DataCom/CyberSciTech
Qihang Yao, Xiaomao Fan, Yunpeng Cai, Ruxin Wang, Liyan Yin, Ye Li