Yunpeng Cai

88 papers A* 3A 7B 2C 14Misc 1Journal 42Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Leveraging Causal Reasoning Method for Explaining Medical Image Segmentation Models.
CoRR
Limai Jiang, Ruitao Xie, Bokai Yang, Huazhen Huang, Juan He, Yufu Huo, Zikai Wang, Yang Wei, Yunpeng Cai
2026 J jnl
Teacher-Student Instance-Level Adversarial Augmentation for Single Domain Generalized Medical Image Segmentation.
IEEE Trans. Medical Imaging
Zhengshan Wang, Long Chen, Xuelin Xie, Yang Zhang, Yunpeng Cai, Weiping Ding
2025 — conf
Accurate and Interpretable Wound Healing Progress Detection Based on a Task-Related Knowledge Refinement Learning Method.
ISBRA (2)
Juan He, Xiaoyan Wang, Yi Pan, Zhengshan Wang, Bokai Yang, Zhiming Zhang, Tzu-Ming Liu, Yunpeng Cai, Long Chen, Ruitao Xie
2025 A conf
Automated Learning of Semantic Embedding Representations for Diffusion Models.
SDM
Limai Jiang, Yunpeng Cai
2025 J jnl
Automated Learning of Semantic Embedding Representations for Diffusion Models.
CoRR
Limai Jiang, Yunpeng Cai
2025 J jnl
Interpretable deep learning method to predict wound healing progress based on collagen fibers in wound tissue.
Comput. Biol. Medicine
Juan He, Xiaoyan Wang, Zhengshan Wang, Ruitao Xie, Zhiming Zhang, Tzu-Ming Liu, Yunpeng Cai, Long Chen
2025 A conf
Lesion Localization for Medical Imaging Using Counter-factual Generation Prompt Learning.
ICME
Yang Wei, Yi Pan, Limai Jiang, Juan He, Bokai Yang, Yufu Huo, Yunpeng Cai, Ruitao Xie
2025 J jnl
MCU-RE: Integrating visual state space and local dependencies for retinal edema segmentation.
Biomed. Signal Process. Control.
Limai Jiang, Yunpeng Cai
2025 — conf
Multi-modal Graph Diffusion Model for Depression Detection.
PRCV (13)
Yufu Huo, Ruitao Xie, Yunpeng Cai
2025 J jnl
ProtChat: An AI Multi-Agent for Automated Protein Analysis Leveraging GPT-4 and Protein Language Model.
J. Chem. Inf. Model.
Huazhen Huang, Xianguo Shi, Hongyang Lei, Fan Hu, Yunpeng Cai
2025 J jnl
Weakly supervised lesion localization and attribution for OCT images with a guided counterfactual explainer model.
Expert Syst. Appl.
Limai Jiang, Ruitao Xie, Bokai Yang, Juan He, Huazhen Huang, Yi Pan, Yunpeng Cai
2024 A conf
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation.
ICME
Ruitao Xie, Limai Jiang, Xiaoxi He, Yi Pan, Yunpeng Cai
2024 J jnl
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation.
CoRR
Ruitao Xie, Limai Jiang, Xiaoxi He, Yi Pan, Yunpeng Cai
2024 J jnl
A generalized integrated framework for urban public transport operations evaluation based on interval neutrosophic TODIM and EDAS technique.
Soft Comput.
Yunpeng Cai
2024 A* conf
Accurate Explanation Model for Image Classifiers using Class Association Embedding.
ICDE
Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
2024 J jnl
Accurate Explanation Model for Image Classifiers using Class Association Embedding.
CoRR
Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
2024 J jnl
Autism Spectrum Disorder Classification with Interpretability in Children Based on Structural MRI Features Extracted Using Contrastive Variational Autoencoder.
Big Data Min. Anal.
Ruimin Ma, Ruitao Xie, Yanlin Wang, Jintao Meng, Yanjie Wei, Yunpeng Cai, Wenhui Xi, Yi Pan
2024 J jnl
Deep Learning Method to Predict Wound Healing Progress Based on Collagen Fibers in Wound Tissue.
CoRR
Juan He, Xiaoyan Wang, Long Chen, Yunpeng Cai, Zhengshan Wang
2024 J jnl
HybAVPnet: A Novel Hybrid Network Architecture for Antiviral Peptides Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ruiquan Ge, Yixiao Xia, Minchao Jiang, Gangyong Jia, Xiaoyang Jing, Ye Li, Yunpeng Cai
2024 J jnl
Machine-learning-based prediction of cardiovascular events for hyperlipidemia population with lipid variability and remnant cholesterol as biomarkers.
Health Inf. Sci. Syst.
Zhenzhen Du, Shuang Wang, Ouzhou Yang, Juan He, Yujie Yang, Jing Zheng, Honglei Zhao, Yunpeng Cai
2024 — conf
RFIR: A Lightweight Network for Retinal Fundus Image Restoration.
ISBRA (1)
Limai Jiang, Yi Pan, Yunpeng Cai
2024 — conf
gaBERT: An Interpretable Pretrained Deep Learning Framework for Cancer Gene Marker Discovery.
ISBRA (1)
Jiale Hou, Zikai Wang, Haoran Lu, Xinzhe Pang, Yunpeng Cai
2023 J jnl
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation.
CoRR
Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
2023 J jnl
AdaPPI: identification of novel protein functional modules via adaptive graph convolution networks in a protein-protein interaction network.
Briefings Bioinform.
Hongwei Chen, Yunpeng Cai, Chaojie Ji, Gurudeeban Selvaraj, Dongqing Wei, Hongyan Wu
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
Identification of epileptic networks with graph convolutional network incorporating oscillatory activities and evoked synaptic responses.
NeuroImage
Yonglin Dou, Jing Xia, Mengmeng Fu, Yunpeng Cai, Xianghong Meng, Yang Zhan
2023 J jnl
Traffic Vibration Signal Analysis of DAS Fiber Optic Cables with Different Coupling Based on an Improved Wavelet Thresholding Method.
Sensors
Yuhang An, Jihui Ma, Tuanwei Xu, Yunpeng Cai, Huiyong Liu, Yuting Sun, Wenfa Yan
2023 — conf
VirusBERTHP: Improved Virus Host Prediction Via Attention-based Pre-trained Model Using Viral Genomic Sequences.
BIBM
Yunzhan Wang, Jin Yang, Yunpeng Cai
2022 — conf
A machine learning model for disease risk prediction by integrating genetic and non-genetic factors.
BIBM
Yu Xu, Chonghao Wang, Zeming Li, Yunpeng Cai, Ouzhou Young, Aiping Lyu, Lu Zhang
2022 — conf
M-US-EMRs: A Multi-modal Data Fusion Method of Ultrasonic Images and Electronic Medical Records Used for Screening of Coronary Heart Disease.
ISBRA
Bokai Yang, Ying Nan Zuo, Shunxiang Yang, Genqiang Deng, Suisong Zhu, Yunpeng Cai
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
2022 J jnl
Transmit Beamforming for Ambient Backscatter Communication Enabled Wireless Body Area Network in Multiuser MISO System.
IEEE Trans. Cogn. Commun. Netw.
Weilin Zang, Fangmin Sun, Yunpeng Cai, Ye Li
2021 J jnl
Aircraft Detection Using Phase-Sensitive Optical-Fiber OTDR.
Sensors
Yunpeng Cai, Jihui Ma, Wenfa Yan, Wenyi Zhang, Yuhang An
2021 J jnl
Analysis of Tumor Disease Patterns Based on Medical Big Data.
J. Medical Imaging Health Informatics
Jing Zheng, Zhongjun Gao, Lixin Pu, Mingjie He, Jipeng Fan, Shuang Wang, Yunpeng Cai, Limin He
2021 Misc conf
Applying Neural Network to Reconstruction of Phylogenetic Tree.
ICMLC
Tujin Zhu, Yunpeng Cai
2021 C conf
Multi-BERT-wwm Model Based on Probabilistic Graph Strategy for Relation Extraction.
HIS
Yingxiang Zhang, Xiangyun Liao, Li Chen, Hongjun Kang, Yunpeng Cai, Qiong Wang
2021 J jnl
Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data.
Big Data Res.
Yujie Yang, Ye Li, Runge Chen, Jing Zheng, Yunpeng Cai, Giancarlo Fortino
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
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
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering.
CoRR
Chaojie Ji, Hongwei Chen, Ruxin Wang, Yunpeng Cai, Hongyan Wu
2019 J jnl
A parallel computational framework for ultra-large-scale sequence clustering analysis.
Bioinform.
Wei Zheng, Qi Mao, Robert J. Genco, Jean Wactawski-Wende, Michael J. Buck, Yunpeng Cai, Yijun Sun
2019 C conf
Finding High-Order Homologous Microbe Community Modules via Network Embedding.
BIBE
Juan He, Qianyin Li, Zhiyong Tao, Kai Zhang, Yunpeng Cai
2019 J jnl
Ultra-Low Power 18-Transistor Fully Static Contention-Free Single-Phase Clocked Flip-Flop in 65-nm CMOS.
IEEE J. Solid State Circuits
Yunpeng Cai, Anand Savanth, Pranay Prabhat, James Myers, Alex S. Weddell, Tom J. Kazmierski
2018 — conf
A Distributed Storage Model for Healthcare Big Data Designed on HBase.
EMBC
Lu Zhang, Qi Li, Ye Li, Yunpeng Cai
2018 J jnl
A benchmark study of sequence alignment methods for protein clustering.
BMC Bioinform.
Yingying Wang, Hongyan Wu, Yunpeng Cai
2018 C conf
An efficient automatic electrocardiogram analysis method using smartphones.
ICCE
Xiaomao Fan, Qihang Yao, Yunpeng Cai, Ye Li
2018 C conf
Automatic Text Classification for Label Imputation of Medical Diagnosis Notes Based on Random Forest.
HIS
Bokai Yang, Guangzhe Dai, Yujie Yang, Darong Tang, Qi Li, De-nan Lin, Jing Zheng, Yunpeng Cai
2018 J jnl
Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings.
IEEE J. Biomed. Health Informatics
Xiaomao Fan, Qihang Yao, Yunpeng Cai, Fen Miao, Fangmin Sun, Ye Li
2018 J jnl
Predictive Modeling of Hospital Mortality for Patients With Heart Failure by Using an Improved Random Survival Forest.
IEEE Access
Fen Miao, Yunpeng Cai, Yu-Xiao Zhang, Xiaomao Fan, Ye Li
2018 — conf
Sparse Weighted Naive Bayes Classifier for Efficient Classification of Categorical Data.
DSC
Zhuoyuan Zheng, Yunpeng Cai, Yujie Yang, 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
2017 — conf
3-year risk prediction of Coronary Heart Disease in hypertension patients: A preliminary study.
EMBC
Runge Chen, Yujie Yang, Fen Miao, Yunpeng Cai, De-nan Lin, Jing Zheng, Ye Li
2017 C conf
Analyses of the Dual Immune Roles Cytokines Play in Ischemic Stroke.
HIS
Yingying Wang, Jianfeng Liu, Haibo Yu, Yunpeng Cai
2017 J jnl
ESPRIT-Forest: Parallel clustering of massive amplicon sequence data in subquadratic time.
PLoS Comput. Biol.
Yunpeng Cai, Wei Zheng, Jin Yao, Yujie Yang, Volker Mai, Qi Mao, Yijun Sun
2017 — conf
Evaluation and analysis of single-phase clock flip-flops for NTV applications.
PATMOS
Yunpeng Cai, Anand Savanth, Pranay Prabhat, James Myers, Alex S. Weddell, Tom J. Kazmierski
2017 J jnl
Toward Automated Analysis of Electrocardiogram Big Data by Graphics Processing Unit for Mobile Health Application.
IEEE Access
Xiaomao Fan, Runge Chen, Chenguang He, Yunpeng Cai, Pu Wang, Ye Li
2015 — conf
A prototype of healthcare big data processing system based on Spark.
BMEI
Wenzhi Liu, Qi Li, Yunpeng Cai, Ye Li, Xiaoyan Li
2015 C conf
Identification of Schizophrenia-Associated Gene Polymorphisms Using Hybrid Filtering Feature Selection with Structural Information.
HIS
Yingying Wang, Zichun Zeng, Yunpeng Cai
2015 C conf
Mobile Clinical Scale Collection System for In-Hospital Stroke Patient Assessments Using Html5 Technology.
HIS
Furu Xiang, Wenxuan Guan, Xingxian Huang, Xiaomao Fan, Yunpeng Cai, Haibo Yu
2015 J jnl
Oversampling Method for Imbalanced Classification.
Comput. Informatics
Zhuoyuan Zheng, Yunpeng Cai, Ye Li
2015 A* conf
Parallel Hierarchical Clustering in Linearithmic Time for Large-Scale Sequence Analysis.
ICDM
Qi Mao, Wei Zheng, Li Wang, Yunpeng Cai, Volker Mai, Yijun Sun
2015 J jnl
Personalized clinical data screening: Special issue on health informatics.
Comput. Biol. Medicine
Miaomiao Zhao, Yunpeng Cai, Jiankui He, Guanyu Wang, Dongqing Wei, Yanjie Wei, Caiwan Zhang, Fengfeng Zhou
2015 J jnl
Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest.
Comput. Math. Methods Medicine
Fen Miao, Yunpeng Cai, Yu-Xiao Zhang, Ye Li, Yuan-Ting Zhang
2014 C conf
A Comparative Study of Improvements Filter Methods Bring on Feature Selection Using Microarray Data.
HIS
Yingying Wang, Xiaomao Fan, Yunpeng Cai
2014 J jnl
A comparative study of improvements Pre-filter methods bring on feature selection using microarray data.
Health Inf. Sci. Syst.
Yingying Wang, Xiaomao Fan, Yunpeng Cai
2014 — conf
A network-based analysis of ischemic stroke using parallel microRNA-mRNA expression profiles.
GlobalSIP
Yingying Wang, Yunpeng Cai
2014 C conf
An Analysis on Risk Factors of Chronics Diseases Based on GRI.
HIS
Zhuoyuan Zheng, Ye Li, Yunpeng Cai
2014 A* conf
Learning Sparse Gaussian Bayesian Network Structure by Variable Grouping.
ICDM
Jie Yang, Henry C. M. Leung, Siu-Ming Yiu, Yunpeng Cai, Francis Y. L. Chin
2014 — conf
Risk prediction for heart failure incidence within 1-year using clinical and laboratory factors.
EMBC
Fen Miao, Yunpeng Cai, Yuan-Ting Zhang
2014 J jnl
The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study.
Comput. Math. Methods Medicine
Huahua Xiong, Dan Wu, Xiaohong Tian, Wan-Hua Lin, Chunyue Li, Heye Zhang, Yunpeng Cai, Yuan-Ting Zhang
2013 — conf
An ontology-based approach for text mining of stroke electronic medical records.
BIBM
Yujie Yang, Yunpeng Cai, Wenshu Luo, Zhifeng Li, Zhenghui Ma, Xiaolu Yu, Haibo Yu
2013 — conf
Intra- and inter-sparse multiple output regression with application on environmental microbial community study.
BIBM
Jie Yang, Henry C. M. Leung, Siu-Ming Yiu, Yunpeng Cai, Francis Y. L. Chin
2012 J jnl
A large-scale benchmark study of existing algorithms for taxonomy-independent microbial community analysis.
Briefings Bioinform.
Yijun Sun, Yunpeng Cai, Susan M. Huse, Rob Knight, William G. Farmerie, Xiaoyu Wang, Volker Mai
2012 C conf
HCloud: A novel application-oriented cloud platform for preventive healthcare.
CloudCom
Xiaomao Fan, Chenguang He, Yunpeng Cai, Ye Li
2010 A conf
Effective structure learning for EDA via L1-regularizedbayesian networks.
GECCO
Jiadong Yang, Hua Xu, Yunpeng Cai, Peifa Jia
2010 A conf
Fast Implementation of ℓ
SDM
Yunpeng Cai, Yijun Sun, Yubo Cheng, Jian Li, Steve Goodison
2009 J jnl
Duple-EDA and sample density balancing.
Sci. China Ser. F Inf. Sci.
Yunpeng Cai, Hua Xu, Xiaomin Sun, Peifa Jia, Zehua Liu
2009 — conf
Fuzzy Temporal Logic on Fuzzy Temporal Constraint Networks.
FSKD (6)
Liguo Deng, Yunpeng Cai, Chen Wang, Yan Jiang
2009 B conf
Online Feature Selection Algorithm with Bayesian l1 Regularization.
PAKDD
Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison
2008 C conf
Combining nomogram and microarray data for predicting prostate cancer recurrence.
BIBE
Yijun Sun, Yunpeng Cai, Steve Goodison
2008 B conf
Semi-supervised feature selection under logistic I-RELIEF framework.
ICPR
Yubo Cheng, Yunpeng Cai, Yijun Sun, Jian Li
2007 A conf
Cross entropy and adaptive variance scaling in continuous EDA.
GECCO
Yunpeng Cai, Xiaomin Sun, Hua Xu, Peifa Jia
2006 A conf
Probabilistic modeling for continuous EDA with Boltzmann selection and Kullback-Leibeler divergence.
GECCO
Yunpeng Cai, Xiaomin Sun, Peifa Jia
2004 — conf
Negative correlation learning approach for T-S fuzzy models.
SMC (3)
Yunpeng Cai, Xiaomin Sun, Peifa Jia
2003 C conf
Technical Solutions of TsinghuAeolus for Robotic Soccer.
RoboCup
Jinyi Yao, Ni Lao, Fan Yang, Yunpeng Cai, Zengqi Sun
2001 C conf
Architecture of TsinghuAeolus.
RoboCup
Jinyi Yao, Jiang Chen, Yunpeng Cai, Shi Li
2001 C conf
Global Planning from Local Eyeshot: An Implementation of Observation-Based Plan Coordination in RoboCup Simulation Games.
RoboCup
Yunpeng Cai, Jiang Chen, Jinyi Yao, Shi Li