Yunpeng Cai

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 47

Top Topics

Atrial Fibrillation

Coronary Heart Disease

Top Venues

Publications

Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
Accurate Explanation Model for Image Classifiers using Class Association Embedding. CoRR (2024)
Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
Accurate Explanation Model for Image Classifiers using Class Association Embedding. ICDE (2024)
Juan He, Xiaoyan Wang, Long Chen, Yunpeng Cai, Zhengshan Wang
Deep Learning Method to Predict Wound Healing Progress Based on Collagen Fibers in Wound Tissue. CoRR (2024)
Limai Jiang, Yi Pan, Yunpeng Cai
RFIR: A Lightweight Network for Retinal Fundus Image Restoration. ISBRA (1) (2024)
Jiale Hou, Zikai Wang, Haoran Lu, Xinzhe Pang, Yunpeng Cai
gaBERT: An Interpretable Pretrained Deep Learning Framework for Cancer Gene Marker Discovery. ISBRA (1) (2024)
Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation. CoRR (2023)
Yonglin Dou, Jing Xia, Mengmeng Fu, Yunpeng Cai, Xianghong Meng, Yang Zhan
Identification of epileptic networks with graph convolutional network incorporating oscillatory activities and evoked synaptic responses. NeuroImage 284 (2023)
Hongwei Chen, Yunpeng Cai, Chaojie Ji, Gurudeeban Selvaraj, Dongqing Wei, Hongyan Wu
AdaPPI: identification of novel protein functional modules via adaptive graph convolution networks in a protein-protein interaction network. Briefings Bioinform. 24 (1) (2023)
Yunzhan Wang, Jin Yang, Yunpeng Cai
VirusBERTHP: Improved Virus Host Prediction Via Attention-based Pre-trained Model Using Viral Genomic Sequences. BIBM (2023)
Chaojie Ji, Yijia Zheng, Ruxin Wang, Yunpeng Cai, Hongyan Wu
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Yuhang An, Jihui Ma, Tuanwei Xu, Yunpeng Cai, Huiyong Liu, Yuting Sun, Wenfa Yan
Traffic Vibration Signal Analysis of DAS Fiber Optic Cables with Different Coupling Based on an Improved Wavelet Thresholding Method. Sensors 23 (12) (2023)
Bokai Yang, Ying Nan Zuo, Shunxiang Yang, Genqiang Deng, Suisong Zhu, Yunpeng Cai
M-US-EMRs: A Multi-modal Data Fusion Method of Ultrasonic Images and Electronic Medical Records Used for Screening of Coronary Heart Disease. ISBRA (2022)
Chaojie Ji, Hongwei Chen, Ruxin Wang, Yunpeng Cai, Hongyan Wu
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering. IEEE Trans. Cybern. 52 (12) (2022)
Weilin Zang, Fangmin Sun, Yunpeng Cai, Ye Li
Transmit Beamforming for Ambient Backscatter Communication Enabled Wireless Body Area Network in Multiuser MISO System. IEEE Trans. Cogn. Commun. Netw. 8 (4) (2022)
Yu Xu, Chonghao Wang, Zeming Li, Yunpeng Cai, Ouzhou Young, Aiping Lyu, Lu Zhang
A machine learning model for disease risk prediction by integrating genetic and non-genetic factors. BIBM (2022)
Yingxiang Zhang, Xiangyun Liao, Li Chen, Hongjun Kang, Yunpeng Cai, Qiong Wang
Multi-BERT-wwm Model Based on Probabilistic Graph Strategy for Relation Extraction. HIS (2021)
Yujie Yang, Ye Li, Runge Chen, Jing Zheng, Yunpeng Cai, Giancarlo Fortino
Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data. Big Data Res. 25 (2021)
Tujin Zhu, Yunpeng Cai
Applying Neural Network to Reconstruction of Phylogenetic Tree. ICMLC (2021)
Jing Zheng, Zhongjun Gao, Lixin Pu, Mingjie He, Jipeng Fan, Shuang Wang, Yunpeng Cai, Limin He
Analysis of Tumor Disease Patterns Based on Medical Big Data. J. Medical Imaging Health Informatics 11 (2) (2021)
Yunpeng Cai, Jihui Ma, Wenfa Yan, Wenyi Zhang, Yuhang An
Aircraft Detection Using Phase-Sensitive Optical-Fiber OTDR. Sensors 21 (15) (2021)
Chaojie Ji, Hongwei Chen, Ruxin Wang, Yunpeng Cai, Hongyan Wu
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering. CoRR (2020)
Xiaomao Fan, Zhejing Hu, Ruxin Wang, Liyan Yin, Ye Li, Yunpeng Cai
A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals. Neural Comput. Appl. 32 (12) (2020)
Chaojie Ji, Ruxin Wang, Rongxiang Zhu, Yunpeng Cai, Hongyan Wu
HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs. CoRR (2020)
Chaojie Ji, Yijia Zheng, Ruxin Wang, Yunpeng Cai, Hongyan Wu
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization. CoRR (2020)
Wei Zheng, Qi Mao, Robert J. Genco, Jean Wactawski-Wende, Michael Buck, Yunpeng Cai, Yijun Sun
A parallel computational framework for ultra-large-scale sequence clustering analysis. Bioinform. 35 (3) (2019)
Yunpeng Cai, Anand Savanth, Pranay Prabhat, James Myers, Alex S. Weddell, Tom J. Kazmierski
Ultra-Low Power 18-Transistor Fully Static Contention-Free Single-Phase Clocked Flip-Flop in 65-nm CMOS. IEEE J. Solid State Circuits 54 (2) (2019)
Juan He, Qianyin Li, Zhiyong Tao, Kai Zhang, Yunpeng Cai
Finding High-Order Homologous Microbe Community Modules via Network Embedding. BIBE (2019)
Yingying Wang, Hongyan Wu, Yunpeng Cai
A benchmark study of sequence alignment methods for protein clustering. BMC Bioinform. (19) (2018)
Xiaomao Fan, Qihang Yao, Yunpeng Cai, Fen Miao, Fangmin Sun, Ye Li
Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Zhuoyuan Zheng, Yunpeng Cai, Yujie Yang, Ye Li
Sparse Weighted Naive Bayes Classifier for Efficient Classification of Categorical Data. DSC (2018)
Bokai Yang, Guangzhe Dai, Yujie Yang, Darong Tang, Qi Li, De-nan Lin, Jing Zheng, Yunpeng Cai
Automatic Text Classification for Label Imputation of Medical Diagnosis Notes Based on Random Forest. HIS (2018)
Fen Miao, Yunpeng Cai, Yu-Xiao Zhang, Xiaomao Fan, Ye Li
Predictive Modeling of Hospital Mortality for Patients With Heart Failure by Using an Improved Random Survival Forest. IEEE Access 6 (2018)
Xiaomao Fan, Qihang Yao, Yunpeng Cai, Ye Li
An efficient automatic electrocardiogram analysis method using smartphones. ICCE (2018)
Lu Zhang, Qi Li, Ye Li, Yunpeng Cai
A Distributed Storage Model for Healthcare Big Data Designed on HBase. EMBC (2018)
Qihang Yao, Xiaomao Fan, Yunpeng Cai, Ruxin Wang, Liyan Yin, Ye Li
Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram. DASC/PiCom/DataCom/CyberSciTech (2018)
Yunpeng Cai, Wei Zheng, Jin Yao, Yujie Yang, Volker Mai, Qi Mao, Yijun Sun
ESPRIT-Forest: Parallel clustering of massive amplicon sequence data in subquadratic time. PLoS Comput. Biol. 13 (4) (2017)
Yunpeng Cai, Anand Savanth, Pranay Prabhat, James Myers, Alex S. Weddell, Tom J. Kazmierski
Evaluation and analysis of single-phase clock flip-flops for NTV applications. PATMOS (2017)
Runge Chen, Yujie Yang, Fen Miao, Yunpeng Cai, De-nan Lin, Jing Zheng, Ye Li
3-year risk prediction of Coronary Heart Disease in hypertension patients: A preliminary study. EMBC (2017)
Xiaomao Fan, Runge Chen, Chenguang He, Yunpeng Cai, Pu Wang, Ye Li
Toward Automated Analysis of Electrocardiogram Big Data by Graphics Processing Unit for Mobile Health Application. IEEE Access 5 (2017)
Yingying Wang, Jianfeng Liu, Haibo Yu, Yunpeng Cai
Analyses of the Dual Immune Roles Cytokines Play in Ischemic Stroke. HIS (2017)
Miaomiao Zhao, Yunpeng Cai, Jiankui He, Guanyu Wang, Dongqing Wei, Yanjie Wei, Caiwan Zhang, Fengfeng Zhou
Personalized clinical data screening: Special issue on health informatics. Comput. Biol. Medicine 61 (2015)
Wenzhi Liu, Qi Li, Yunpeng Cai, Ye Li, Xiaoyan Li
A prototype of healthcare big data processing system based on Spark. BMEI (2015)
Yingying Wang, Zichun Zeng, Yunpeng Cai
Identification of Schizophrenia-Associated Gene Polymorphisms Using Hybrid Filtering Feature Selection with Structural Information. HIS (2015)
Qi Mao, Wei Zheng, Li Wang, Yunpeng Cai, Volker Mai, Yijun Sun
Parallel Hierarchical Clustering in Linearithmic Time for Large-Scale Sequence Analysis. ICDM (2015)
Fen Miao, Yunpeng Cai, Yu-Xiao Zhang, Ye Li, Yuan-Ting Zhang
Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest. Comput. Math. Methods Medicine 2015 (2015)
Zhuoyuan Zheng, Yunpeng Cai, Ye Li
Oversampling Method for Imbalanced Classification. Comput. Informatics 34 (5) (2015)
Furu Xiang, Wenxuan Guan, Xingxian Huang, Xiaomao Fan, Yunpeng Cai, Haibo Yu
Mobile Clinical Scale Collection System for In-Hospital Stroke Patient Assessments Using Html5 Technology. HIS (2015)
Yingying Wang, Xiaomao Fan, Yunpeng Cai
A Comparative Study of Improvements Filter Methods Bring on Feature Selection Using Microarray Data. HIS (2014)
Zhuoyuan Zheng, Ye Li, Yunpeng Cai
An Analysis on Risk Factors of Chronics Diseases Based on GRI. HIS (2014)
Fen Miao, Yunpeng Cai, Yuan-Ting Zhang
Risk prediction for heart failure incidence within 1-year using clinical and laboratory factors. EMBC (2014)
Jie Yang, Henry C. M. Leung, Siu-Ming Yiu, Yunpeng Cai, Francis Y. L. Chin
Learning Sparse Gaussian Bayesian Network Structure by Variable Grouping. ICDM (2014)
Huahua Xiong, Dan Wu, Xiaohong Tian, Wan-Hua Lin, Chunyue Li, Heye Zhang, Yunpeng Cai, Yuan-Ting Zhang
The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study. Comput. Math. Methods Medicine 2014 (2014)
Yingying Wang, Xiaomao Fan, Yunpeng Cai
A comparative study of improvements Pre-filter methods bring on feature selection using microarray data. Health Inf. Sci. Syst. 2 (1) (2014)
Yingying Wang, Yunpeng Cai
A network-based analysis of ischemic stroke using parallel microRNA-mRNA expression profiles. GlobalSIP (2014)
Yujie Yang, Yunpeng Cai, Wenshu Luo, Zhifeng Li, Zhenghui Ma, Xiaolu Yu, Haibo Yu
An ontology-based approach for text mining of stroke electronic medical records. BIBM (2013)
Jie Yang, Henry C. M. Leung, Siu-Ming Yiu, Yunpeng Cai, Francis Y. L. Chin
Intra- and inter-sparse multiple output regression with application on environmental microbial community study. BIBM (2013)
Xiaomao Fan, Chenguang He, Yunpeng Cai, Ye Li
HCloud: A novel application-oriented cloud platform for preventive healthcare. CloudCom (2012)
Yijun Sun, Yunpeng Cai, Susan M. Huse, Rob Knight, William G. Farmerie, Xiaoyu Wang, Volker Mai
A large-scale benchmark study of existing algorithms for taxonomy-independent microbial community analysis. Briefings Bioinform. 13 (1) (2012)
Jiadong Yang, Hua Xu, Yunpeng Cai, Peifa Jia
Effective structure learning for EDA via L1-regularizedbayesian networks. GECCO (2010)
Yunpeng Cai, Yijun Sun, Yubo Cheng, Jian Li, Steve Goodison
Regularized Learning Algorithms Using Gradient Descent Methods. SDM (2010)
Yunpeng Cai, Hua Xu, Xiaomin Sun, Peifa Jia, ZeHua Liu
Duple-EDA and sample density balancing. Sci. China Ser. F Inf. Sci. 52 (9) (2009)
Yunpeng Cai, Yijun Sun, Jian Li, Steve Goodison
Online Feature Selection Algorithm with Bayesian l1 Regularization. PAKDD (2009)
Liguo Deng, Yunpeng Cai, Chen Wang, Yan Jiang
Fuzzy Temporal Logic on Fuzzy Temporal Constraint Networks. FSKD (6) (2009)
Yijun Sun, Yunpeng Cai, Steve Goodison
Combining nomogram and microarray data for predicting prostate cancer recurrence. BIBE (2008)
Yubo Cheng, Yunpeng Cai, Yijun Sun, Jian Li
Semi-supervised feature selection under logistic I-RELIEF framework. ICPR (2008)
Yunpeng Cai, Xiaomin Sun, Hua Xu, Peifa Jia
Cross entropy and adaptive variance scaling in continuous EDA. GECCO (2007)
Yunpeng Cai, Xiaomin Sun, Peifa Jia
Probabilistic modeling for continuous EDA with Boltzmann selection and Kullback-Leibeler divergence. GECCO (2006)
Yunpeng Cai, Xiaomin Sun, Peifa Jia
Negative correlation learning approach for T-S fuzzy models. SMC (3) (2004)
Jinyi Yao, Ni Lao, Fan Yang, Yunpeng Cai, Zengqi Sun
Technical Solutions of TsinghuAeolus for Robotic Soccer. RoboCup (2003)
Yunpeng Cai, Jiang Chen, Jinyi Yao, Shi Li
Global Planning from Local Eyeshot: An Implementation of Observation-Based Plan Coordination in RoboCup Simulation Games. RoboCup (2001)
Jinyi Yao, Jiang Chen, Yunpeng Cai, Shi Li
Architecture of TsinghuAeolus. RoboCup (2001)