PatchDFF: A security patch identification method based on dual feature fusion.

Jiadong Ren

Jiadong Ren Chunjiao Bao Shuailin Yang Jiazheng Li 0014 Chenghao Zhi PatchDFF: A security patch identification method based on dual feature fusion. 2026 100600 44 Big Data Res. https://doi.org/10.1016/j.bdr.2026.100600 db/journals/bdr/bdr44.html#RenBYLZ26 streams/journals/bdr

Yufeng Jia Jiadong Ren Haitao He Xianshan Li Ke Xu CBDNN: An efficient and generalized intrusion detection method in SDN environments. 2026 August 263 29 Clust. Comput. 4 https://doi.org/10.1007/s10586-026-06083-z db/journals/cluster/cluster29.html#JiaRHLX26 streams/journals/cluster

Bing Zhang 0011 Long Chen Rong Ren Jiadong Ren Qian Wang 0009 TPP: A temporal-enhanced propagation probability model for identifying influential nodes in complex networks. 130666 2026 303 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130666 db/journals/eswa/eswa303.html#ZhangCRRW26 streams/journals/eswa

Xingcan Bao Jianzhou Feng 0002 Yiru Huo Huaxiao Qiu Haoran Yu Shenyuan Ren Jiadong Ren Controlled subspace fusion for language model continual learning. 2026 104184 131 Inf. Fusion https://doi.org/10.1016/j.inffus.2026.104184 db/journals/inffus/inffus131.html#BaoFHQYRR26 streams/journals/inffus

Afei Li Junhui Song Zhangqi Zheng Zhixin Xia Jiadong Ren Yongshan Liu From local bias to global consensus: Group-wise prototype federated learning under heterogeneous and cross-domain settings. 2026 123284 741 Inf. Sci. https://doi.org/10.1016/j.ins.2026.123284 db/journals/isci/isci741.html#LiSZXRL26 streams/journals/isci

Shuailin Yang Jiadong Ren Jiazheng Li Dekai Zhang VulDIAC: Vulnerability detection and interpretation based on augmented CFG and causal attention learning. 112595 2026 231 J. Syst. Softw. https://doi.org/10.1016/j.jss.2025.112595 db/journals/jss/jss231.html#YangRLZ26 streams/journals/jss

Jiadong Ren Yuzheng Li Shuailin Yang Jiazheng Li Dekai Zhang VulLIC: Vulnerability classification method based on LLM code explanations and images. 2026 June 13 34 Softw. Qual. J. 2 https://doi.org/10.1007/s11219-026-09741-y db/journals/sqj/sqj34.html#RenLYLZ26 streams/journals/sqj

Jiazheng Li Jiadong Ren Shuailin Yang Xingcan Bao Ke Xu VulDFF: a dual features fusion vulnerability detection model based on CFG. 2026 June 18 34 Softw. Qual. J. 2 https://doi.org/10.1007/s11219-026-09750-x db/journals/sqj/sqj34.html#LiRYBX26 streams/journals/sqj

Boyang Yang Haoye Tian Jiadong Ren Hongyu Zhang 0002 Jacques Klein Tegawendé F. Bissyandé Claire Le Goues Shunfu Jin MORepair: Teaching LLMs to Repair Code via Multi-Objective Fine-Tuning. 2026 February 38:1-38:38 35 ACM Trans. Softw. Eng. Methodol. 2 https://doi.org/10.1145/3735129 db/journals/tosem/tosem35.html#YangTRZKBGJ26 streams/journals/tosem

Haitao He Ke Liu Lei Zhang Ke Xu Jiazheng Li 0014 Jiadong Ren TE-PADN: A poisoning attack defense model based on temporal margin samples. 100528 2025 40 Big Data Res. https://doi.org/10.1016/j.bdr.2025.100528 db/journals/bdr/bdr40.html#HeLZXLR25 streams/journals/bdr

Weiting Zhang Jiadong Ren Tao Zheng 0003 Ruibin Guo Han Zhang Shiwen Mao Hongke Zhang GenNet: Computing-Efficient Generative AI for Deterministic Transmission Scheduling in 6G Networks. 48-55 2025 August 63 IEEE Commun. Mag. 8 https://doi.org/10.1109/MCOM.001.2400588 db/journals/cm/cm63.html#ZhangRZGZMZ25 streams/journals/cm

Guyu Zhao Linwei Li Hongdou He Jiadong Ren LGSMOTE-IDS: Line Graph based Weighted-Distance SMOTE for imbalanced network traffic detection. 127645 2025 281 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.127645 db/journals/eswa/eswa281.html#ZhaoLHR25 streams/journals/eswa

Yufeng Jia Jiadong Ren Haitao He Xianshan Li Pengwei Zhang Rong Li Reducing Latency in SDN: An Innovative Closed-Loop Migration Collaboration Architecture. 2025 March 36 Trans. Emerg. Telecommun. Technol. 3 https://doi.org/10.1002/ett.70091 db/journals/ett/ett36.html#JiaRHLZL25 streams/journals/ett

Yuxuan Zhao Haitao He Qian Wang Lu Yu Jiadong Ren SE-MSResNet: A lightweight squeeze-and-excitation multi-scaled ResNet with domain generalization for sleep apnea detection. 129201 2025 620 Neurocomputing https://doi.org/10.1016/j.neucom.2024.129201 db/journals/ijon/ijon620.html#ZhaoHWYR25 streams/journals/ijon

Shuailin Yang Jiadong Ren Jiazheng Li 0005 Bing Zhang 0011 Ke Xu VulEPEDE: A Function-Level Vulnerability Detection Method via Enhanced Positional Encoding and Dependency Embedding. 1341-1368 2025 35 Int. J. Softw. Eng. Knowl. Eng. 9 https://doi.org/10.1142/s0218194025500408 db/journals/ijseke/ijseke35.html#YangRLZX25 streams/journals/ijseke

Ke Xu Bing Zhang 0011 Jingyue Li Haitao He Rong Ren Jiadong Ren DRacv: Detecting and auto-repairing vulnerabilities in role-based access control in web application. 104191 2025 240 J. Netw. Comput. Appl. https://doi.org/10.1016/j.jnca.2025.104191 db/journals/jnca/jnca240.html#XuZLHRR25 streams/journals/jnca

Yufeng Jia Jiadong Ren Xianshan Li Haitao He Pengwei Zhang Rong Li Construction of a user-friendly software-defined networking management using a graph-based abstraction layer. e2674 2025 11 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.2674 db/journals/peerj-cs/peerj-cs11.html#JiaRLHZL25 streams/journals/peerj-cs

Qian Wang 0009 Weilong Wang Yan Wang Jiadong Ren Bing Zhang 0011 Multi-Stage Network Attack Detection Algorithm Based on Gaussian Mixture Hidden Markov Model and Transfer Learning. 3470-3484 2025 22 IEEE Trans Autom. Sci. Eng. https://doi.org/10.1109/TASE.2024.3395355 db/journals/tase/tase22.html#WangWWRZ25 streams/journals/tase

Yunkai Deng Heng Zhang 0007 Kaiyu Liu Wei Wang 0091 Naiming Ou Haidong Han Ruiyun Yang Jiadong Ren Jili Wang Xiaoyuan Ren Huaitao Fan Shibo Guo Hongtu-1: The First Spaceborne Single-Pass Multibaseline SAR Interferometry Mission. 1-18 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3523299 db/journals/tgrs/tgrs63.html#DengZLWOHYRWRFG25 streams/journals/tgrs

Xu Kang 0001 Shouceng Tian Feifei Kou Lei Shi 0030 Jiadong Ren StrucFormer: Structural Prior Guided Transformer for Mobile Crowdsensing Data Inference. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890429 conf/icassp/2025 db/conf/icassp/icassp2025.html#KangTK0R25

Boyang Yang Haoye Tian Jiadong Ren Shunfu Jin Yang Liu 0003 Feng Liu Bach Le 0001 Enhancing Repository-Level Software Repair via Repository-Aware Knowledge Graphs. 2025 March abs/2503.21710 CoRR https://doi.org/10.48550/arXiv.2503.21710 db/journals/corr/corr2503.html#abs-2503-21710 streams/journals/corr

Boyang Yang Luyao Ren Xin Yin Jiadong Ren Haoye Tian Shunfu Jin Input Reduction Enhanced LLM-based Program Repair. 2025 July abs/2507.15251 CoRR https://doi.org/10.48550/arXiv.2507.15251 db/journals/corr/corr2507.html#abs-2507-15251 streams/journals/corr

Qian Wang 0009 Haiyang Jiang 0006 Jiadong Ren Han Liu Xuehang Wang Bing Zhang 0011 An intrusion detection algorithm based on joint symmetric uncertainty and hyperparameter optimized fusion neural network. 123014 2024 244 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.123014 db/journals/eswa/eswa244.html#WangJRLWZ24

Qian Wang 0009 Xuehang Wang Han Liu Yan Wang Jiadong Ren Bing Zhang 0011 A Domain Adaptive IoT Intrusion Detection Algorithm Based on GWR-GCN Feature Extraction and Conditional Domain Adversary. 41223-41234 2024 December 11 IEEE Internet Things J. 24 https://doi.org/10.1109/JIOT.2024.3457894 db/journals/iotj/iotj11.html#WangWLWRZ24 streams/journals/iotj

Haitao He Ruixi Zhang Yangsen Zhang Jiadong Ren USBE: User-similarity based estimator for multimedia cold-start recommendation. 1127-1142 2024 January 83 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-023-15493-9 db/journals/mta/mta83.html#HeZZR24

Yuxuan Zhao Haitao He Weijin Gao Ke Xu Jiadong Ren DM-IACNN: A Dual-Multiscale Interactive Attention-Based Convolution Neural Network for Automated Detection of Sleep Apnea. 1-10 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3420355 db/journals/tim/tim73.html#ZhaoHGXR24 streams/journals/tim

Bing Zhang 0011 Rong Ren Jia Liu Mingcai Jiang Jiadong Ren Jingyue Li SQLPsdem: A Proxy-Based Mechanism Towards Detecting, Locating and Preventing Second-Order SQL Injections. 1807-1826 2024 July 50 IEEE Trans. Software Eng. 7 https://doi.org/10.1109/TSE.2024.3400404 db/journals/tse/tse50.html#ZhangRLJRL24 streams/journals/tse

Hao Ma Wanying Cao Jiale Peng Jiadong Ren Yuqing Zhang Security Evaluation of Emojis in NLP Tasks. 8-15 2024 BigComp https://doi.org/10.1109/BigComp60711.2024.00012 conf/bigcomp/2024 db/conf/bigcomp/bigcomp2024.html#MaCPRZ24 Jingxin Zhao Zhenxing Ni Cuilan Liu Jiadong Ren Caiyun Liu 0003 Yuqing Zhang Chinese Named Entity Recognition in Industry Domain Based on Lexical Enhancement. 244-249 2024 CyberSciTech https://doi.org/10.1109/CyberSciTech64112.2024.00046 conf/cyberscitech/2024 db/conf/cyberscitech/cyberscitech2024.html#ZhaoNLRLZ24 Xu Kang 0001 Zhiyang Jia Jia Jia 0007 Jiadong Ren 3DA-NTC: 3D Channel Attention Aided Neural Tensor Completion for Crowdsensing Data Inference. 1-8 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650963 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#KangJJR24 streams/conf/ijcnn Jiazheng Li 0014 Jiadong Ren Shuailin Yang Chenghao Zhi Chunjiao Bao A Model for Vulnerability Classification based on Res-CNN-BiTLSTM. 2069-2075 2024 ISPA https://doi.org/10.1109/ISPA63168.2024.00282 conf/ispa/2024 db/conf/ispa/ispa2024.html#LiRYZB24

Boyang Yang Haoye Tian Jiadong Ren Hongyu Zhang 0002 Jacques Klein Tegawendé F. Bissyandé Claire Le Goues Shunfu Jin Multi-Objective Fine-Tuning for Enhanced Program Repair with LLMs. 2024 abs/2404.12636 CoRR https://doi.org/10.48550/arXiv.2404.12636 db/journals/corr/corr2404.html#abs-2404-12636

Yuxuan Zhao Jiadong Ren Bing Zhang 0011 Jinxiao Wu Yongqiang Lyu 0001 An explainable attention-based TCN heartbeats classification model for arrhythmia detection. 104337 2023 80 Biomed. Signal Process. Control. Part https://doi.org/10.1016/j.bspc.2022.104337 db/journals/bspc/bspc80.html#ZhaoRZWL23

Qian Wang 0009 Yuying Gao Jiadong Ren Bing Zhang 0011 An automatic classification algorithm for software vulnerability based on weighted word vector and fusion neural network. 103070 2023 March 126 Comput. Secur. https://doi.org/10.1016/j.cose.2022.103070 https://www.wikidata.org/entity/Q121029410 db/journals/compsec/compsec126.html#WangGRZ23

Haitao He Ruixi Zhang Yangsen Zhang Jiadong Ren AAIN: Attentional aggregative interaction network for deep learning based recommender systems. 126374 2023 August 547 Neurocomputing https://doi.org/10.1016/j.neucom.2023.126374 db/journals/ijon/ijon547.html#HeZZR23

Jiadong Ren Mingyou Wu Bing Zhang 0011 Ke Xu Shangyang Li Qian Wang 0009 Yue Chang Tao Cheng DetAC: Approach to Detect Access Control Vulnerability in Web Application Based on Sitemap Model with Global Information Representation. 1327-1354 2023 September 33 Int. J. Softw. Eng. Knowl. Eng. 9 https://doi.org/10.1142/S0218194023500298 https://www.wikidata.org/entity/Q121694441 db/journals/ijseke/ijseke33.html#RenWZXLWCC23

Zhangqi Zheng Yongshan Liu Bing Zhang 0011 Jiadong Ren Yongsheng Zong Qian Wang 0009 Xiaolei Yang Qian Liu Software defect prediction method based on the heterogeneous integration algorithm. 4807-4824 2023 45 J. Intell. Fuzzy Syst. 3 https://doi.org/10.3233/JIFS-224457 db/journals/jifs/jifs45.html#ZhengLZRZWYL23

Haitao He Haoran Niu Jianzhou Feng 0002 Junlan Nie Yangsen Zhang Jiadong Ren An Embedding Model for Knowledge Graph Completion Based on Graph Sub-Hop Convolutional Network. 100351 2022 30 Big Data Res. https://doi.org/10.1016/j.bdr.2022.100351 db/journals/bdr/bdr30.html#HeNFNZR22

Zhangqi Zheng Bing Zhang 0011 Yongshan Liu Jiadong Ren Xuyang Zhao Qian Wang 0009 An approach for predicting multiple-type overflow vulnerabilities based on combination features and a time series neural network algorithm. 102572 2022 114 Comput. Secur. https://doi.org/10.1016/j.cose.2021.102572 https://www.wikidata.org/entity/Q114261812 db/journals/compsec/compsec114.html#ZhengZLRZW22

Bing Zhang 0011 Jingyue Li Jiadong Ren Guoyan Huang Efficiency and Effectiveness of Web Application Vulnerability Detection Approaches: A Review. 190:1-190:35 2022 54 ACM Comput. Surv. 9 https://doi.org/10.1145/3474553 https://www.wikidata.org/entity/Q113434118 db/journals/csur/csur54.html#ZhangLRH22

Qian Wang 0009 Wenfang Zhao Xiaoyu Wei Jiadong Ren Yuying Gao Bing Zhang 0011 Intrusion Detection Algorithm Based on Convolutional Neural Network and Light Gradient Boosting Machine. 1229-1245 2022 32 Int. J. Softw. Eng. Knowl. Eng. 8 https://doi.org/10.1142/S0218194022500462 https://www.wikidata.org/entity/Q113777405 db/journals/ijseke/ijseke32.html#WangZWRGZ22

Bing Zhang 0011 Yuan Gao Jingyi Wu Ning Wang Qian Wang 0009 Jiadong Ren Approach to Predict Software Vulnerability Based on Multiple-Level N-gram Feature Extraction and Heterogeneous Ensemble Learning. 1559-1582 2022 32 Int. J. Softw. Eng. Knowl. Eng. 10 https://doi.org/10.1142/S0218194022500620 https://www.wikidata.org/entity/Q123127149 db/journals/ijseke/ijseke32.html#ZhangGWWWR22

Qian Wang 0009 Yazhou Li Yan Wang Jiadong Ren An automatic algorithm for software vulnerability classification based on CNN and GRU. 7103-7124 2022 81 Multim. Tools Appl. 5 https://doi.org/10.1007/s11042-022-12049-1 https://www.wikidata.org/entity/Q120892556 db/journals/mta/mta81.html#0009LWR22

Qian Wang 0009 Jiadong Ren Honghao Zhang Yu Wang Bing Zhang 0011 Identifying Influential Spreaders in Complex Networks Based on Degree Centrality. 314-326 2022 WISA https://doi.org/10.1007/978-3-031-20309-1_28 conf/IEEEwisa/2022 db/conf/IEEEwisa/wisa2022.html#WangRZWZ22 Maosong Sun 0001 Guilin Qi Kang Liu 0001 Jiadong Ren Bin Xu 0001 Yansong Feng 0002 Yongbin Liu Yubo Chen 0001 Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy - 7th China Conference, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers CCKS Springer 2022 Communications in Computer and Information Science 1669 978-981-19-7595-0 978-981-19-7596-7 https://doi.org/10.1007/978-981-19-7596-7 db/conf/ccks/ccks2022.html

Ying Yu Jiaomin Liu Jiadong Ren Qian Wang Cuiyi Xiao Maximize Expected Profits by Dynamic After-Sales Service Investment Strategy Based on Word-of-Mouth Marketing in Social Network Shopping. 4237712:1-4237712:15 2021 2021 Complex. https://doi.org/10.1155/2021/4237712 db/journals/complexity/complexity2021.html#YuLRWX21

Xinqian Liu Jiadong Ren Haitao He Qian Wang 0009 Chen Song Low-rate DDoS attacks detection method using data compression and behavior divergence measurement. 102107 2021 100 Comput. Secur. https://doi.org/10.1016/j.cose.2020.102107 https://www.wikidata.org/entity/Q115051702 db/journals/compsec/compsec100.html#LiuRH0S21

Qian Wang 0009 Wenfang Zhao Jiadong Ren Intrusion detection algorithm based on image enhanced convolutional neural network. 2183-2194 2021 41 J. Intell. Fuzzy Syst. 1 https://doi.org/10.3233/JIFS-210863 db/journals/jifs/jifs41.html#0009ZR21

Xinqian Liu Jiadong Ren Haitao He Bing Zhang 0011 Chen Song Yunxue Wang A fast all-packets-based DDoS attack detection approach based on network graph and graph kernel. 103079 2021 185 J. Netw. Comput. Appl. https://doi.org/10.1016/j.jnca.2021.103079 db/journals/jnca/jnca185.html#LiuRHZSW21

Yakun Li Jiadong Ren Jiaomin Liu Yixin Chang Deep sparse autoencoder prediction model based on adversarial learning for cross-domain recommendations. 106948 2021 220 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.106948 db/journals/kbs/kbs220.html#LiRLC21

Guyu Zhao Hongdou He Yifang Huang Jiadong Ren Near-surface PM2.5 prediction combining the complex network characterization and graph convolution neural network. 17081-17101 2021 33 Neural Comput. Appl. 24 https://doi.org/10.1007/s00521-021-06300-3 db/journals/nca/nca33.html#ZhaoHHR21

Hongdou He Jiadong Ren Guyu Zhao Haitao He Enhancing Spectrum-Based Fault Localization Using Fault Influence Propagation. 18497-18513 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2965139 db/journals/access/access8.html#HeRZH20

Guyu Zhao Guoyan Huang Hongdou He Jiadong Ren Haitao He Mining Key Stations by Constructing the Air Quality Spatial-Temporal Propagation Network. 97485-97502 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2997096 db/journals/access/access8.html#ZhaoHHRH20

Yakun Li Jiaomin Liu Jiadong Ren Yixin Chang A Novel Implicit Trust Recommendation Approach for Rating Prediction. 98305-98315 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2997040 db/journals/access/access8.html#LiLRC20

Munawar Hussain Jiadong Ren Awais Akram Classification of DoS Attacks in Wireless Sensor Network with Artificial Neural Network. 542-549 2020 22 Int. J. Netw. Secur. 3 http://ijns.jalaxy.com.tw/contents/ijns-v22-n3/ijns-2020-v22-n3-p542-549.pdf db/journals/ijnsec/ijnsec22.html#HussainRA20

Bing Zhang 0011 Chun Shan Munawar Hussain Jiadong Ren Guoyan Huang Software Crucial Functions Ranking and Detection in Dynamic Execution Sequence Patterns. 695-719 2020 30 Int. J. Softw. Eng. Knowl. Eng. 5 https://doi.org/10.1142/S0218194020500254 db/journals/ijseke/ijseke30.html#ZhangSHRH20

Xinqian Liu Jiadong Ren Haitao He Qian Wang 0009 Shengting Sun A Novel Network Anomaly Detection Method based on Data Balancing and Recursive Feature Addition. 3093-3115 2020 14 KSII Trans. Internet Inf. Syst. 7 https://doi.org/10.3837/tiis.2020.07.020 db/journals/itiis/itiis14.html#LiuRH0S20

Jun Dong Chengqian Hao Jiadong Ren Haitao Lu Research on Software Community Division Method Based on Inter-node Dependency. 430-444 2020 ICIC (1) https://doi.org/10.1007/978-3-030-60799-9_38 conf/icic/2020-1 db/conf/icic/icic2020-1.html#DongHRL20

Guoyan Huang Yazhou Li Qian Wang 0009 Jiadong Ren Yongqiang Cheng 0001 Xiaolin Zhao Automatic Classification Method for Software Vulnerability Based on Deep Neural Network. 28291-28298 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2900462 https://www.wikidata.org/entity/Q122956486 db/journals/access/access7.html#HuangLWRCZ19

Bing Zhang 0011 Jiadong Ren Yongqiang Cheng 0001 Bing Wang Zhiyao Wei Health Data Driven on Continuous Blood Pressure Prediction Based on Gradient Boosting Decision Tree Algorithm. 32423-32433 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2902217 https://www.wikidata.org/entity/Q128298282 db/journals/access/access7.html#ZhangRCWW19

Hongdou He Jiadong Ren Guyu Zhao Yinghui Zhang 0001 Hao Xiaobing Mining of Probabilistic Controlling Behavior Model From Dynamic Software Execution Trace. 79602-79616 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2922998 https://www.wikidata.org/entity/Q127683167 db/journals/access/access7.html#HeRZZX19

Qian Wang 0009 Weijia Cao Jiawei Guo 0003 Jiadong Ren Yongqiang Cheng 0001 Darryl N. Davis DMP_MI: An Effective Diabetes Mellitus Classification Algorithm on Imbalanced Data With Missing Values. 102232-102238 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2929866 db/journals/access/access7.html#WangCGRCD19

Haitao He Xu Zhang Qian Wang 0009 Jiadong Ren Jiaxin Liu Xiaolin Zhao Yongqiang Cheng 0001 Ensemble MultiBoost Based on RIPPER Classifier for Prediction of Imbalanced Software Defect Data. 110333-110343 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2934128 db/journals/access/access7.html#HeZWRLZC19

Guyu Zhao Guoyan Huang Hongdou He Haitao He Jiadong Ren Regional Spatiotemporal Collaborative Prediction Model for Air Quality. 134903-134919 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2941732 db/journals/access/access7.html#ZhaoHHHR19

Yakun Li Jiaomin Liu Jiadong Ren A Novel Learning Model Based on Trust Diffusion and Global Item for Recommender Systems. 170270-170281 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2955863 db/journals/access/access7.html#LiLR19

Haitao He Xiaobing Sun Hongdou He Guyu Zhao Ligang He Jiadong Ren A Novel Multimodal-Sequential Approach Based on Multi-View Features for Network Intrusion Detection. 183207-183221 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2959131 db/journals/access/access7.html#HeSHZHR19

Qian Wang 0009 Chun Shan Xiaolin Zhao Jun Dong Jiadong Ren Jiaxin Liu A Novel Algorithm for Identifying Key Function Nodes in Software Network Based on Evidence Theory. 415-432 2019 29 Int. J. Softw. Eng. Knowl. Eng. 3 https://doi.org/10.1142/S0218194019500189 https://www.wikidata.org/entity/Q128205050 db/journals/ijseke/ijseke29.html#WangSZDRL19

Jiadong Ren Jiawei Guo 0003 Qian Wang 0009 Yuan Huang 0012 Hao Xiaobing Hu Jingjing Building an Effective Intrusion Detection System by Using Hybrid Data Optimization Based on Machine Learning Algorithms. 7130868:1-7130868:11 2019 2019 Secur. Commun. Networks https://doi.org/10.1155/2019/7130868 https://www.wikidata.org/entity/Q114975613 db/journals/scn/scn2019.html#RenGWYXJ19

Jiadong Ren Zhangqi Zheng Qian Liu Zhiyao Wei Huaizhi Yan A Buffer Overflow Prediction Approach Based on Software Metrics and Machine Learning. 8391425:1-8391425:13 2019 2019 Secur. Commun. Networks https://doi.org/10.1155/2019/8391425 https://www.wikidata.org/entity/Q113433994 db/journals/scn/scn2019.html#RenZLWY19

Jiadong Ren Qian Wang 0009 Xinqian Liu Guoyan Huang Haitao He Xiaolin Zhao Mining important nodes in complex software network based on ripple effects of probability. 51:1-51:8 2019 ACM TUR-C https://doi.org/10.1145/3321408.3322841 conf/acmturc/2019 db/conf/acmturc/acmturc2019.html#Ren0LHHZ19

Qian Wang 0009 Jiadong Ren Yu Wang Bing Zhang 0011 Yongqiang Cheng 0001 Xiaolin Zhao CDA: A Clustering Degree Based Influential Spreader Identification Algorithm in Weighted Complex Network. 19550-19559 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2822844 https://www.wikidata.org/entity/Q130042968 db/journals/access/access6.html#WangRWZCZ18

Bing Zhang 0011 Zhiyao Wei Jiadong Ren Yongqiang Cheng 0001 Zhangqi Zheng An Empirical Study on Predicting Blood Pressure Using Classification and Regression Trees. 21758-21768 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2017.2787980 db/journals/access/access6.html#ZhangWRCZ18

Bing Zhang 0011 Guoyan Huang Zhangqi Zheng Jiadong Ren Changzhen Hu Approach to Mine the Modularity of Software Network Based on the Most Vital Nodes. 32543-32553 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2840838 https://www.wikidata.org/entity/Q129758623 db/journals/access/access6.html#ZhangHZRH18

Bin Wang Chao Chen 0011 Ligang He Bo Gao 0001 Jiadong Ren Zhangjie Fu Songling Fu Yongjian Hu Chang-Tsun Li Modelling and developing conflict-aware scheduling on large-scale data centres. 995-1007 2018 86 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2017.07.043 db/journals/fgcs/fgcs86.html#WangCHGRFFHL18

Qian Wang 0009 Jiadong Ren Darryl N. Davis Yongqiang Cheng 0001 An algorithm for fast mining top-rank-k frequent patterns based on Node-list data structure. 399-404 2018 24 Intell. Autom. Soft Comput. 2 https://doi.org/10.1080/10798587.2017.1340135 db/journals/iasc/iasc24.html#WangRDC18 streams/journals/iasc

Weina Li Jiadong Ren Distributed Frequent Interactive Pattern-Based Complex Software Group Network Stability Measurement. 619-642 2018 28 Int. J. Softw. Eng. Knowl. Eng. 5 https://doi.org/10.1142/S0218194018500171 db/journals/ijseke/ijseke28.html#LiR18

Di Wu 0033 Jiadong Ren Long Sheng Uncertain maximal frequent subgraph mining algorithm based on adjacency matrix and weight. 1445-1455 2018 9 Int. J. Mach. Learn. Cybern. 9 https://doi.org/10.1007/s13042-017-0655-y db/journals/mlc/mlc9.html#WuRS18

Bing Zhang 0011 Zhiyang Liu Yanguo Jia Jiadong Ren Xiaolin Zhao Network Intrusion Detection Method Based on PCA and Bayes Algorithm. 1914980:1-1914980:11 2018 2018 Secur. Commun. Networks https://doi.org/10.1155/2018/1914980 https://www.wikidata.org/entity/Q114975814 db/journals/scn/scn2018.html#ZhangLJRZ18

Qian Wang 0009 Jiadong Ren Xiaoli Yang Yongqiang Cheng 0001 Darryl N. Davis Changzhen Hu Security Feature Measurement for Frequent Dynamic Execution Paths in Software System. 5716878:1-5716878:10 2018 2018 Secur. Commun. Networks https://doi.org/10.1155/2018/5716878 https://www.wikidata.org/entity/Q113434004 db/journals/scn/scn2018.html#WangRYCDH18

Jiadong Ren Xiaotong Zhang Jiandang Sun Qingshuang Zeng Interactive Multi-model Target Maneuver Tracking Method Based on the Adaptive Probability Correction. 235-245 2018 ICSI (2) https://doi.org/10.1007/978-3-319-93818-9_22 conf/swarm/2018-2 db/conf/swarm/icsi2018-2.html#RenZSZ18

Di Wu 0033 Jiadong Ren Representative Points and Cluster Attributes Based Incremental Sequence Clustering Algorithm. 1361-1384 2017 36 Comput. Informatics 6 https://doi.org/10.4149/cai_2017_6_1361 db/journals/cai/cai36.html#WuR17

Bing Zhang 0011 Guoyan Huang Haitao He Jiadong Ren Approach to mine influential functions based on software execution sequence. 48-54 2017 11 IET Softw. 2 https://doi.org/10.1049/iet-sen.2016.0081 db/journals/iet-sen/iet-sen11.html#ZhangHHR17

Wanchang Jiang Jiadong Ren Yuan Huang Using Fault Infection and Propagation Mining Top Important Function Nodes in Software Execution Complex Network. 599-610 2017 8 J. Inf. Hiding Multim. Signal Process. 3 http://bit.kuas.edu.tw/~jihmsp/2017/vol8/JIH-MSP-2017-03-010.pdf db/journals/jihmsp/jihmsp8.html#JiangRH17

Di Wu 0033 Jiadong Ren Long Sheng Representative points clustering algorithm based on density factor and relevant degree. 641-649 2017 8 Int. J. Mach. Learn. Cybern. 2 https://doi.org/10.1007/s13042-015-0451-5 db/journals/mlc/mlc8.html#WuRS17

Di Wu 0033 Jiadong Ren Sequence clustering algorithm based on weighted vector identification. 731-738 2017 8 Int. J. Mach. Learn. Cybern. 3 https://doi.org/10.1007/s13042-015-0381-2 db/journals/mlc/mlc8.html#WuR17

Wenzhe Liao Qian Wang 0009 Luqun Yang Jiadong Ren Darryl N. Davis Changzhen Hu Mining Frequent Intra-Sequence and Inter-Sequence Patterns Using Bitmap with a Maximal Span. 56-61 2017 WISA https://doi.org/10.1109/WISA.2017.70 conf/IEEEwisa/2017 db/conf/IEEEwisa/wisa2017.html#Liao0YRDH17 Wenzhe Liao Qian Wang 0009 Yu Wang Jiadong Ren Yongqiang Cheng 0001 Changzhen Hu Mining Frequent Patterns for Item-Oriented and Customer-Oriented Analysis. 62-67 2017 WISA https://doi.org/10.1109/WISA.2017.71 conf/IEEEwisa/2017 db/conf/IEEEwisa/wisa2017.html#Liao0WRCH17

Qian Wang 0009 Darryl N. Davis Jiadong Ren Mining frequent biological sequences based on bitmap without candidate sequence generation. 152-157 2016 69 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2015.12.016 https://www.wikidata.org/entity/Q40101231 db/journals/cbm/cbm69.html#WangDR16

Xiuping Peng Jiadong Ren Chengqian Xu Kai Liu 0013 New Families of Binary Sequence Pairs with Three-Level Correlation and Odd Composite Length. 874-879 2016 99-A IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 4 https://doi.org/10.1587/transfun.E99.A.874 http://search.ieice.org/bin/summary.php?id=e99-a_4_874 db/journals/ieicet/ieicet99a.html#PengRXL16

Xiuping Peng Chengqian Xu Jiadong Ren Kai Liu 0013 The Constructions of Mismatched Filtering of Periodic Quadriphase Sequences with Even Length. 1735-1739 2016 99-A IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 9 https://doi.org/10.1587/transfun.E99.A.1735 http://search.ieice.org/bin/summary.php?id=e99-a_9_1735 db/journals/ieicet/ieicet99a.html#PengXRL16

Xiuping Peng Jiadong Ren Chengqian Xu Kai Liu 0013 Perfect Gaussian Integer Sequences of Degree-4 Using Difference Sets. 2604-2608 2016 99-A IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 12 https://doi.org/10.1587/transfun.E99.A.2604 http://search.ieice.org/bin/summary.php?id=e99-a_12_2604 db/journals/ieicet/ieicet99a.html#PengRXL16a

Hongwei Xia Li Li 0096 Jianwei Liu Jiadong Ren Guangcheng Ma Stability analysis and stabilization for T-S fuzzy time-delay systems with mismatched premise membership functions. 4640-4645 2016 SMC https://doi.org/10.1109/SMC.2016.7844963 conf/smc/2016 db/conf/smc/smc2016.html#XiaLLRM16

Youxi Wu Lingling Wang Jiadong Ren Wei Ding 0003 Xindong Wu 0001 Mining sequential patterns with periodic wildcard gaps. 99-116 2014 41 Appl. Intell. 1 https://doi.org/10.1007/s10489-013-0499-4 db/journals/apin/apin41.html#WuWR0W14

Wuzhou Dong Jiadong Ren Dongmei Zhang 0012 Hierarchical K-Means Clustering Algorithm Based on Silhouette and Entropy. 339-347 2011 AICI (1) https://doi.org/10.1007/978-3-642-23881-9_45 conf/aici/2011-1 db/conf/aici/aici2011-1.html#DongRZ11 Jiaxin Liu Shuting Yan Jiadong Ren The design of storage structure for sequence in incremental sequential patterns mining. 330-334 2010 NCM https://ieeexplore.ieee.org/document/5572043/ conf/ncm/2010 db/conf/ncm/ncm2010.html#LiuYR10 Guibin Hou Ruixia Yao Jiadong Ren Changzhen Hu A Clustering Algorithm Based on Matrix over High Dimensional Data Stream. 86-94 2010 WISM https://doi.org/10.1007/978-3-642-16515-3_12 conf/wism/2010 db/conf/wism/wism2010.html#HouYRH10 Jiadong Ren Changzhen Hu Kunsheng Wang Di Wu 0033 A Method for Analyzing Software Faults Based on Mining Outliers' Feature Attribute Sets. 409-417 2009 AMT https://doi.org/10.1007/978-3-642-04875-3_43 conf/amt/2009 db/conf/amt/amt2009.html#RenHWW09 Haitao He Yanpeng Zhang Jiadong Ren Changzhen Hu An Improved OLAP Join and Aggregate Algorithm Based on Dimension Hierarchy. 169-172 2009 FSKD (5) https://doi.org/10.1109/FSKD.2009.549 https://doi.ieeecomputersociety.org/10.1109/FSKD.2009.549 conf/fskd/2009 db/conf/fskd/fskd2009-5.html#HeZRH09 Jiadong Ren Ruiqing Ma Density-Based Data Streams Clustering over Sliding Windows. 248-252 2009 FSKD (5) https://doi.org/10.1109/FSKD.2009.553 https://doi.ieeecomputersociety.org/10.1109/FSKD.2009.553 conf/fskd/2009 db/conf/fskd/fskd2009-5.html#RenM09 Jiadong Ren Qunhui Wu Jia Zhang Changzhen Hu Efficient Outlier Detection Algorithm for Heterogeneous Data Streams. 259-264 2009 FSKD (5) https://doi.org/10.1109/FSKD.2009.548 https://doi.ieeecomputersociety.org/10.1109/FSKD.2009.548 conf/fskd/2009 db/conf/fskd/fskd2009-5.html#RenWZH09 Yinzhao Li Dongxu Yang Jiadong Ren Changzhen Hu An Approach for Database Intrusion Detection Based on the Event Sequence Clustering. 584-588 2009 NCM https://doi.org/10.1109/NCM.2009.30 https://doi.ieeecomputersociety.org/10.1109/NCM.2009.30 conf/ncm/2009 db/conf/ncm/ncm2009.html#LiYRH09 Jiadong Ren Changzhen Hu Kunsheng Wang Dongmei Zhang 0012 Software Fault Feature Clustering Algorithm Based on Sequence Pattern. 439-447 2009 WISM https://doi.org/10.1007/978-3-642-05250-7_46 conf/wism/2009 db/conf/wism/wism2009.html#RenHWZ09 Jiadong Ren Haiyan Tian Sequential Pattern Mining with Inaccurate Event in Temporal Sequence. 659-664 2008 NCM (2) https://doi.org/10.1109/NCM.2008.93 https://doi.ieeecomputersociety.org/10.1109/NCM.2008.93 conf/ncm/2008-2 db/conf/ncm/ncm2008-2.html#RenT08 Jiadong Ren Haiyan Tian Shiyong Lv Sliding-Window Filtering with Constraints of Compactness and Recency in Incremental Database. 665-669 2008 NCM (2) https://doi.org/10.1109/NCM.2008.78 https://doi.ieeecomputersociety.org/10.1109/NCM.2008.78 conf/ncm/2008-2 db/conf/ncm/ncm2008-2.html#RenTL08 Jiadong Ren Xiaojian Zhang Huili Peng On Mining Dynamic Web ClickStreams for Frequent Traversal Sequences. 477-484 2007 conf/cidm/2007 CIDM https://doi.org/10.1109/CIDM.2007.368913 db/conf/cidm/cidm2007.html#RenZP07 Jiadong Ren Wanchang Jiang Cong Huo Index-Based Load Shedding for Streaming Sliding Window Joins. 162-170 2007 ICIC (3) https://doi.org/10.1007/978-3-540-74282-1_19 conf/icic/2007-3 db/conf/icic/icic2007-3.html#RenJH07 Jiadong Ren Ke Li Find Recent Frequent Items with Sliding Windows in Data Streams. 625-628 2007 IIH-MSP https://doi.org/10.1109/IIHMSP.2007.4457787 https://doi.ieeecomputersociety.org/10.1109/IIH-MSP.2007.411 conf/iih-msp/2007 db/conf/iih-msp/iih-msp2007.html#RenL07 Jiayin Feng Jiadong Ren MMFI_DSSW - A New Method to Incrementally Mine Maximal Frequent Itemsets in Transaction Sensitive Sliding Window. 485-495 2007 conf/ksem/2007 KSEM https://doi.org/10.1007/978-3-540-76719-0_47 db/conf/ksem/ksem2007.html#FengR07 Jiadong Ren Xiaojian Zhang Huili Peng IMFTS: High-Speed Mining Frequent Traversal Sequences with Bidirectional Constraints. 356-360 2006 conf/webi/2006 Web Intelligence https://doi.org/10.1109/WI.2006.94 https://doi.ieeecomputersociety.org/10.1109/WI.2006.94 db/conf/webi/webi2006.html#RenZP06 Awais Akram Chunjiao Bao Xingcan Bao Tegawendé F. Bissyandé Wanying Cao Weijia Cao Yixin Chang Yue Chang Chao Chen 0011 Long Chen Yubo Chen 0001 Tao Cheng Yongqiang Cheng 0001 Darryl N. Davis Yunkai Deng Wei Ding 0003 Jun Dong Wuzhou Dong Huaitao Fan Jianzhou Feng 0002 Jiayin Feng Yansong Feng 0002 Songling Fu Zhangjie Fu Bo Gao 0001 Weijin Gao Yuan Gao Yuying Gao Claire Le Goues Jiawei Guo 0003 Ruibin Guo Shibo Guo Haidong Han Chengqian Hao Xiaobing HaoHao Xiaobing Haitao He Hongdou He Ligang He Guibin Hou Changzhen Hu Yongjian Hu Guoyan Huang Yifang Huang Yuan Huang Yuan Huang 0012 Cong Huo Yiru Huo Munawar Hussain Jia Jia 0007 Yanguo Jia Yufeng Jia Zhiyang Jia Haiyang Jiang 0006 Mingcai Jiang Wanchang Jiang Shunfu Jin Hu Jingjing Xu Kang 0001 Jacques Klein Feifei Kou Xuan-Bach Dinh Le 0001Bach Le 0001 Afei Li Chang-Tsun Li Jiazheng Li Jiazheng Li 0005 Jiazheng Li 0014 Jingyue Li Ke Li Li Li 0096 Linwei Li Rong Li Shangyang Li Weina Li Xianshan Li Yakun Li Yazhou Li Yinzhao Li Yuzheng Li Wenzhe Liao Caiyun Liu 0003 Cuilan Liu Feng Liu Han Liu Jia Liu Jianwei Liu Jiaomin Liu Jiaxin Liu Kai Liu 0013 Kaiyu Liu Kang Liu 0001 Ke Liu Qian Liu Xinqian Liu Yang Liu 0003 Yongbin Liu Yongshan Liu Zhiyang Liu Haitao Lu Shiyong Lv Yongqiang Lyu 0001 Guangcheng Ma Hao Ma Ruiqing Ma Shiwen Mao Zhenxing Ni Junlan Nie Haoran Niu Naiming Ou Huili Peng Jiale Peng Xiuping Peng Guilin Qi Huaxiao Qiu Luyao Ren Rong Ren Shenyuan Ren Xiaoyuan Ren Chun Shan Long Sheng Lei Shi 0030 Chen Song Junhui Song Jiandang Sun Maosong Sun 0001 Shengting Sun Xiaobing Sun Haiyan Tian Haoye Tian Shouceng Tian Bin Wang Bing Wang Jili Wang Kunsheng Wang Lingling Wang Ning Wang Qian Wang Qian Wang 0009 Wei Wang 0091 Weilong Wang Xuehang Wang Yan Wang Yu Wang Yunxue Wang Xiaoyu Wei Zhiyao Wei Di Wu 0033 Jingyi Wu Jinxiao Wu Mingyou Wu Qunhui Wu Xindong Wu 0001 Youxi Wu Hongwei Xia Zhixin Xia Cuiyi Xiao Bin Xu 0001 Chengqian Xu Ke Xu Huaizhi Yan Shuting Yan Boyang Yang Dongxu Yang Luqun Yang Ruiyun Yang Shuailin Yang Xiaolei Yang Xiaoli Yang Ruixia Yao Xin Yin Haoran Yu Lu Yu Ying Yu Qingshuang Zeng Bing Zhang 0011 Dekai Zhang Dongmei Zhang 0012 Han Zhang Heng Zhang 0007 Honghao Zhang Hongke Zhang Hongyu Zhang 0002 Jia Zhang Lei Zhang Pengwei Zhang Ruixi Zhang Weiting Zhang Xiaojian Zhang Xiaotong Zhang Xu Zhang Yangsen Zhang Yanpeng Zhang Yinghui Zhang 0001 Yuqing Zhang Guyu Zhao Jingxin Zhao Wenfang Zhao Xiaolin Zhao Xuyang Zhao Yuxuan Zhao Tao Zheng 0003 Zhangqi Zheng Chenghao Zhi Yongsheng Zong