Global Planning from Local Eyeshot: An Implementation of Observation-Based Plan Coordination in RoboCup Simulation Games. - Yunpeng Cai; Jiang Chen; Jinyi Yao; Shi Li 002 (RoboCup, 2001)

Architecture of TsinghuAeolus. - Jinyi Yao; Jiang Chen; Yunpeng Cai; Shi Li 002 (RoboCup, 2001)

Technical Solutions of TsinghuAeolus for Robotic Soccer. - Jinyi Yao; Ni Lao; Fan Yang; Yunpeng Cai; Zengqi Sun (RoboCup, 2003)

Negative correlation learning approach for T-S fuzzy models. - Yunpeng Cai; Xiaomin Sun 001; Peifa Jia (SMC (3), 2004)

Probabilistic modeling for continuous EDA with Boltzmann selection and Kullback-Leibeler divergence. - Yunpeng Cai; Xiaomin Sun 001; Peifa Jia (GECCO, 2006)

Cross entropy and adaptive variance scaling in continuous EDA. - Yunpeng Cai; Xiaomin Sun 001; Hua Xu 003; Peifa Jia (GECCO, 2007)

Combining nomogram and microarray data for predicting prostate cancer recurrence. - Yijun Sun; Yunpeng Cai; Steve Goodison (BIBE, 2008)

Semi-supervised feature selection under logistic I-RELIEF framework. - Yubo Cheng; Yunpeng Cai; Yijun Sun; Jian Li 001 (ICPR, 2008)

Fuzzy Temporal Logic on Fuzzy Temporal Constraint Networks. - Liguo Deng; Yunpeng Cai; Chen Wang; Yan Jiang (FSKD (6), 2009)

Online Feature Selection Algorithm with Bayesian l1 Regularization. - Yunpeng Cai; Yijun Sun; Jian Li 001; Steve Goodison (PAKDD, 2009)

Duple-EDA and sample density balancing. - Yunpeng Cai; Hua Xu 003; Xiaomin Sun 001; Peifa Jia; ZeHua Liu (Sci. China Ser. F Inf. Sci., 2009)

Effective structure learning for EDA via L1-regularizedbayesian networks. - Jiadong Yang; Hua Xu; Yunpeng Cai; Peifa Jia (GECCO, 2010)

Fast Implementation of ℓ1Regularized Learning Algorithms Using Gradient Descent Methods. - Yunpeng Cai; Yijun Sun; Yubo Cheng; Jian Li 001; Steve Goodison (SDM, 2010)

HCloud: A novel application-oriented cloud platform for preventive healthcare. - Xiaomao Fan; Chenguang He; Yunpeng Cai; Ye Li 002 (CloudCom, 2012)

A large-scale benchmark study of existing algorithms for taxonomy-independent microbial community analysis. - Yijun Sun; Yunpeng Cai; Susan M. Huse; Rob Knight 001; William G. Farmerie; Xiaoyu Wang; Volker Mai (Briefings Bioinform., 2012)

An ontology-based approach for text mining of stroke electronic medical records. - Yujie Yang; Yunpeng Cai; Wenshu Luo; Zhifeng Li; Zhenghui Ma; Xiaolu Yu; Haibo Yu (BIBM, 2013)

Intra- and inter-sparse multiple output regression with application on environmental microbial community study. - Jie Yang; Henry C. M. Leung; Siu-Ming Yiu; Yunpeng Cai; Francis Y. L. Chin (BIBM, 2013)

Risk prediction for heart failure incidence within 1-year using clinical and laboratory factors. - Fen Miao; Yunpeng Cai; Yuan-Ting Zhang (EMBC, 2014)

A network-based analysis of ischemic stroke using parallel microRNA-mRNA expression profiles. - Yingying Wang; Yunpeng Cai (GlobalSIP, 2014)

A Comparative Study of Improvements Filter Methods Bring on Feature Selection Using Microarray Data. - Yingying Wang; Xiaomao Fan; Yunpeng Cai (HIS, 2014)

An Analysis on Risk Factors of Chronics Diseases Based on GRI. - Zhuoyuan Zheng; Ye Li 002; Yunpeng Cai (HIS, 2014)

Learning Sparse Gaussian Bayesian Network Structure by Variable Grouping. - Jie Yang; Henry C. M. Leung; Siu-Ming Yiu; Yunpeng Cai; Francis Y. L. Chin (ICDM, 2014)

The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study. - Huahua Xiong; Dan Wu 002; Xiaohong Tian; Wan-Hua Lin; Chunyue Li; Heye Zhang; Yunpeng Cai; Yuan-Ting Zhang (Comput. Math. Methods Medicine, 2014)

A comparative study of improvements Pre-filter methods bring on feature selection using microarray data. - Yingying Wang; Xiaomao Fan; Yunpeng Cai (Health Inf. Sci. Syst., 2014)

A prototype of healthcare big data processing system based on Spark. - Wenzhi Liu; Qi Li; Yunpeng Cai; Ye Li 002; Xiaoyan Li (BMEI, 2015)

Identification of Schizophrenia-Associated Gene Polymorphisms Using Hybrid Filtering Feature Selection with Structural Information. - Yingying Wang; Zichun Zeng; Yunpeng Cai (HIS, 2015)

Mobile Clinical Scale Collection System for In-Hospital Stroke Patient Assessments Using Html5 Technology. - Furu Xiang; Wenxuan Guan; Xingxian Huang; Xiaomao Fan; Yunpeng Cai; Haibo Yu (HIS, 2015)

Parallel Hierarchical Clustering in Linearithmic Time for Large-Scale Sequence Analysis. - Qi Mao 001; Wei Zheng 010; Li Wang 033; Yunpeng Cai; Volker Mai; Yijun Sun (ICDM, 2015)

Oversampling Method for Imbalanced Classification. - Zhuoyuan Zheng; Yunpeng Cai; Ye Li 002 (Comput. Informatics, 2015)

Personalized clinical data screening: Special issue on health informatics. - Miaomiao Zhao; Yunpeng Cai; Jiankui He; Guanyu Wang; Dongqing Wei; Yanjie Wei; Caiwan Zhang; Fengfeng Zhou (Comput. Biol. Medicine, 2015)

Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest. - Fen Miao; Yunpeng Cai; Yu-Xiao Zhang; Ye Li 002; Yuan-Ting Zhang (Comput. Math. Methods Medicine, 2015)

3-year risk prediction of Coronary Heart Disease in hypertension patients: A preliminary study. - Runge Chen; Yujie Yang; Fen Miao; Yunpeng Cai; De-nan Lin; Jing Zheng; Ye Li 002 (EMBC, 2017)

Analyses of the Dual Immune Roles Cytokines Play in Ischemic Stroke. - Yingying Wang; Jianfeng Liu; Haibo Yu; Yunpeng Cai (HIS, 2017)

Evaluation and analysis of single-phase clock flip-flops for NTV applications. - Yunpeng Cai; Anand Savanth; Pranay Prabhat; James Myers; Alex S. Weddell; Tom J. Kazmierski (PATMOS, 2017)

Toward Automated Analysis of Electrocardiogram Big Data by Graphics Processing Unit for Mobile Health Application. - Xiaomao Fan; Runge Chen; Chenguang He; Yunpeng Cai; Pu Wang; Ye Li 002 (IEEE Access, 2017)

ESPRIT-Forest: Parallel clustering of massive amplicon sequence data in subquadratic time. - Yunpeng Cai; Wei Zheng 010; Jin Yao; Yujie Yang; Volker Mai; Qi Mao 001; Yijun Sun (PLoS Comput. Biol., 2017)

Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram. - Qihang Yao; Xiaomao Fan; Yunpeng Cai; Ruxin Wang 001; Liyan Yin; Ye Li 002 (DASC/PiCom/DataCom/CyberSciTech, 2018)

Sparse Weighted Naive Bayes Classifier for Efficient Classification of Categorical Data. - Zhuoyuan Zheng; Yunpeng Cai; Yujie Yang; Ye Li 002 (DSC, 2018)

A Distributed Storage Model for Healthcare Big Data Designed on HBase. - Lu Zhang; Qi Li; Ye Li 002; Yunpeng Cai (EMBC, 2018)

Automatic Text Classification for Label Imputation of Medical Diagnosis Notes Based on Random Forest. - Bokai Yang; Guangzhe Dai; Yujie Yang; Darong Tang; Qi Li; De-nan Lin; Jing Zheng; Yunpeng Cai (HIS, 2018)

An efficient automatic electrocardiogram analysis method using smartphones. - Xiaomao Fan; Qihang Yao; Yunpeng Cai; Ye Li 002 (ICCE, 2018)

Predictive Modeling of Hospital Mortality for Patients With Heart Failure by Using an Improved Random Survival Forest. - Fen Miao; Yunpeng Cai; Yu-Xiao Zhang; Xiaomao Fan; Ye Li 002 (IEEE Access, 2018)

A benchmark study of sequence alignment methods for protein clustering. - Yingying Wang; Hongyan Wu; Yunpeng Cai (BMC Bioinform., 2018)

Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings. - Xiaomao Fan; Qihang Yao; Yunpeng Cai; Fen Miao; Fangmin Sun; Ye Li 002 (IEEE J. Biomed. Health Informatics, 2018)

Finding High-Order Homologous Microbe Community Modules via Network Embedding. - Juan He; Qianyin Li; Zhiyong Tao; Kai Zhang; Yunpeng Cai (BIBE, 2019)

A parallel computational framework for ultra-large-scale sequence clustering analysis. - Wei Zheng 010; Qi Mao 001; Robert J. Genco; Jean Wactawski-Wende; Michael Buck; Yunpeng Cai; Yijun Sun (Bioinform., 2019)

Ultra-Low Power 18-Transistor Fully Static Contention-Free Single-Phase Clocked Flip-Flop in 65-nm CMOS. - Yunpeng Cai; Anand Savanth; Pranay Prabhat; James Myers; Alex S. Weddell; Tom J. Kazmierski (IEEE J. Solid State Circuits, 2019)

HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs. - Chaojie Ji; Ruxin Wang 001; Rongxiang Zhu; Yunpeng Cai; Hongyan Wu (CoRR, 2020)

A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals. - Xiaomao Fan; Zhejing Hu; Ruxin Wang 001; Liyan Yin; Ye Li 002; Yunpeng Cai (Neural Comput. Appl., 2020)

Multi-BERT-wwm Model Based on Probabilistic Graph Strategy for Relation Extraction. - Yingxiang Zhang; Xiangyun Liao; Li Chen; Hongjun Kang; Yunpeng Cai; Qiong Wang 001 (HIS, 2021)

Applying Neural Network to Reconstruction of Phylogenetic Tree. - Tujin Zhu; Yunpeng Cai (ICMLC, 2021)

Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data. - Yujie Yang; Ye Li 002; Runge Chen; Jing Zheng; Yunpeng Cai; Giancarlo Fortino (Big Data Res., 2021)

Analysis of Tumor Disease Patterns Based on Medical Big Data. - Jing Zheng; Zhongjun Gao; Lixin Pu; Mingjie He; Jipeng Fan; Shuang Wang; Yunpeng Cai; Limin He (J. Medical Imaging Health Informatics, 2021)

Aircraft Detection Using Phase-Sensitive Optical-Fiber OTDR. - Yunpeng Cai; Jihui Ma; Wenfa Yan; Wenyi Zhang; Yuhang An (Sensors, 2021)

A machine learning model for disease risk prediction by integrating genetic and non-genetic factors. - Yu Xu; Chonghao Wang; Zeming Li; Yunpeng Cai; Ouzhou Young; Aiping Lyu; Lu Zhang 061 (BIBM, 2022)

M-US-EMRs: A Multi-modal Data Fusion Method of Ultrasonic Images and Electronic Medical Records Used for Screening of Coronary Heart Disease. - Bokai Yang; Ying Nan Zuo; Shunxiang Yang; Genqiang Deng; Suisong Zhu; Yunpeng Cai (ISBRA, 2022)

Transmit Beamforming for Ambient Backscatter Communication Enabled Wireless Body Area Network in Multiuser MISO System. - Weilin Zang; Fangmin Sun; Yunpeng Cai; Ye Li 002 (IEEE Trans. Cogn. Commun. Netw., 2022)

Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering. - Chaojie Ji; Hongwei Chen; Ruxin Wang 001; Yunpeng Cai; Hongyan Wu (IEEE Trans. Cybern., 2022)

VirusBERTHP: Improved Virus Host Prediction Via Attention-based Pre-trained Model Using Viral Genomic Sequences. - Yunzhan Wang; Jin Yang; Yunpeng Cai (BIBM, 2023)

Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation. - Ruitao Xie; Jingbang Chen; Limai Jiang; Rui Xiao; Yi Pan; Yunpeng Cai (CoRR, 2023)

Traffic Vibration Signal Analysis of DAS Fiber Optic Cables with Different Coupling Based on an Improved Wavelet Thresholding Method. - Yuhang An; Jihui Ma; Tuanwei Xu; Yunpeng Cai; Huiyong Liu; Yuting Sun; Wenfa Yan (Sensors, 2023)

AdaPPI: identification of novel protein functional modules via adaptive graph convolution networks in a protein-protein interaction network. - Hongwei Chen; Yunpeng Cai; Chaojie Ji; Gurudeeban Selvaraj; Dongqing Wei; Hongyan Wu (Briefings Bioinform., 2023)

Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization. - Chaojie Ji; Yijia Zheng; Ruxin Wang 001; Yunpeng Cai; Hongyan Wu (IEEE Trans. Neural Networks Learn. Syst., 2023)

Identification of epileptic networks with graph convolutional network incorporating oscillatory activities and evoked synaptic responses. - Yonglin Dou; Jing Xia; Mengmeng Fu; Yunpeng Cai; Xianghong Meng; Yang Zhan 004 (NeuroImage, 2023)

Accurate Explanation Model for Image Classifiers using Class Association Embedding. - Ruitao Xie; Jingbang Chen; Limai Jiang; Rui Xiao; Yi Pan; Yunpeng Cai (ICDE, 2024)

A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation. - Ruitao Xie; Limai Jiang; Xiaoxi He; Yi Pan; Yunpeng Cai (ICME, 2024)

gaBERT: An Interpretable Pretrained Deep Learning Framework for Cancer Gene Marker Discovery. - Jiale Hou; Zikai Wang; Haoran Lu; Xinzhe Pang; Yunpeng Cai (ISBRA (1), 2024)

RFIR: A Lightweight Network for Retinal Fundus Image Restoration. - Limai Jiang; Yi Pan; Yunpeng Cai (ISBRA (1), 2024)

Autism Spectrum Disorder Classification with Interpretability in Children Based on Structural MRI Features Extracted Using Contrastive Variational Autoencoder. - Ruimin Ma; Ruitao Xie; Yanlin Wang 003; Jintao Meng 001; Yanjie Wei; Yunpeng Cai; Wenhui Xi; Yi Pan 001 (Big Data Min. Anal., 2024)

Deep Learning Method to Predict Wound Healing Progress Based on Collagen Fibers in Wound Tissue. - Juan He; Xiaoyan Wang; Long Chen; Yunpeng Cai; Zhengshan Wang (CoRR, 2024)

HybAVPnet: A Novel Hybrid Network Architecture for Antiviral Peptides Prediction. - Ruiquan Ge; Yixiao Xia; Minchao Jiang; Gangyong Jia; Xiaoyang Jing; Ye Li 002; Yunpeng Cai (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

A generalized integrated framework for urban public transport operations evaluation based on interval neutrosophic TODIM and EDAS technique. - Yunpeng Cai (Soft Comput., 2024)

Machine-learning-based prediction of cardiovascular events for hyperlipidemia population with lipid variability and remnant cholesterol as biomarkers. - Zhenzhen Du; Shuang Wang; Ouzhou Yang; Juan He; Yujie Yang; Jing Zheng; Honglei Zhao; Yunpeng Cai (Health Inf. Sci. Syst., 2024)

Accurate and Interpretable Wound Healing Progress Detection Based on a Task-Related Knowledge Refinement Learning Method. - Juan He; Xiaoyan Wang; Yi Pan 001; Zhengshan Wang; Bokai Yang; Zhiming Zhang; Tzu-Ming Liu; Yunpeng Cai; Long Chen 001; Ruitao Xie (ISBRA (2), 2025)

Automated Learning of Semantic Embedding Representations for Diffusion Models. - Limai Jiang; Yunpeng Cai (SDM, 2025)

MCU-RE: Integrating visual state space and local dependencies for retinal edema segmentation. - Limai Jiang; Yunpeng Cai (Biomed. Signal Process. Control., 2025)

Interpretable deep learning method to predict wound healing progress based on collagen fibers in wound tissue. - Juan He; Xiaoyan Wang; Zhengshan Wang; Ruitao Xie; Zhiming Zhang; Tzu-Ming Liu; Yunpeng Cai; Long Chen 001 (Comput. Biol. Medicine, 2025)

Weakly supervised lesion localization and attribution for OCT images with a guided counterfactual explainer model. - Limai Jiang; Ruitao Xie; Bokai Yang; Juan He; Huazhen Huang; Yi Pan 001; Yunpeng Cai (Expert Syst. Appl., 2025)

ProtChat: An AI Multi-Agent for Automated Protein Analysis Leveraging GPT-4 and Protein Language Model. - Huazhen Huang; Xianguo Shi; Hongyang Lei; Fan Hu; Yunpeng Cai (J. Chem. Inf. Model., 2025)