Building XML Data Warehouse Based on Frequent Patterns in User Queries. - Ji Zhang 001; Tok Wang Ling; Robert M. Bruckner; A Min Tjoa (DaWaK, 2003)

PC-Filter: A Robust Filtering Technique for Duplicate Record Detection in Large Databases. - Ji Zhang 001; Tok Wang Ling; Robert M. Bruckner; Han Liu 001 (DEXA, 2004)

On Efficient and Effective Association Rule Mining from XML Data. - Ji Zhang 001; Tok Wang Ling; Robert M. Bruckner; A Min Tjoa; Han Liu 001 (DEXA, 2004)

A Novel Dimensionality Reduction Technique Based on Independent Component Analysis for Modeling Microarray Gene Expression Data. - Han Liu 001; Rafal Kustra; Ji Zhang 001 (IC-AI, 2004)

Statistical Issues with Labeled Sample Size Analysis for Semi-Supervised Linear Discriminant Analysis. - Han Liu 001; Di Wu 050; Ji Zhang 001; Xiaolin Yang; Xiaobin Yuan; Rafal Kustra (IC-AI, 2004)

Generalized Semi-Infinite Optimization and its Application in Robotics' Path Planning Problem. - Han Liu 001; Xiaolin Yang; Ji Zhang 001; Yongji Wang (IC-AI, 2004)

An Effective and Efficient Data Cleaning Technique in Large Databases. - Ji Zhang 001; Han Liu 001 (IKE, 2004)

HOS-Miner: A System for Detecting Outlying Subspaces of High-dimensional Data. - Ji Zhang 001; Meng Lou; Tok Wang Ling; Hai H. Wang (VLDB, 2004)

Grid-ODF: Detecting Outliers Effectively and Efficiently in Large Multi-dimensional Databases. - Wei Wang 085; Ji Zhang 001; Hai H. Wang (CIS (1), 2005)

A Color Indexing Scheme Using Two-level Clustering Processing for Effective and Efficient Image Retrieval. - Ji Zhang 001; Wei Wang 085; Sheng Zhang 010 (DMIN, 2005)

X-warehouse: building query pattern-driven data. - Ji Zhang 001; Wei Wang 085; Han Liu 001; Sheng Zhang 010 (WWW (Special interest tracks and posters), 2005)

XAR-miner: efficient association rules mining for XML data. - Sheng Zhang 010; Ji Zhang 001; Han Liu 001; Wei Wang 085 (WWW (Special interest tracks and posters), 2005)

D-GridMST: Clustering Large Distributed Spatial Databases. - Ji Zhang 001; Han Liu 001 (Classification and Clustering for Knowledge Discovery, 2005)

A Novel Method for Detecting Outlying Subspaces in High-dimensional Databases Using Genetic Algorithm. - Ji Zhang 001; Qigang Gao; Hai H. Wang (ICDM, 2006)

Discover Gene Specific Local Co-regulations Using Progressive Genetic Algorithm. - Ji Zhang 001; Qigang Gao; Hai H. Wang (ICTAI, 2006)

A Framework for Efficient Association Rule Mining in XML Data. - Ji Zhang 001; Han Liu 001; Tok Wang Ling; Robert M. Bruckner; A Min Tjoa (J. Database Manag., 2006)

Detecting outlying subspaces for high-dimensional data: the new task, algorithms, and performance. - Ji Zhang 001; Hai H. Wang (Knowl. Inf. Syst., 2006)

Bio-Sense: A System for Supporting Sharing and Exploration in Bioinformatics Using Semantic Web Services. - Athman Bouguettaya; Mark Hepburn; Qing Liu 001; Kai Xu 003; Ji Zhang 001 (eScience, 2008)

SPOT: A System for Detecting Projected Outliers From High-dimensional Data Streams. - Ji Zhang 001; Qigang Gao; Hai H. Wang (ICDE, 2008)

Anomaly detection in high-dimensional network data streams: A case study. - Ji Zhang 001; Qigang Gao; Hai H. Wang (ISI, 2008)

Discover gene specific local co-regulations from time-course gene expression data. - Ji Zhang 001; Qigang Gao; Hai H. Wang (Sci. Program., 2008)

A Framework for Efficient Association Rule Mining in XML Data. - Ji Zhang 001; Han Liu 001; Tok Wang Ling; Robert M. Bruckner; A Min Tjoa (Database Technologies: Concepts, Methodologies, Tools, and Applications, 2009)

FlowRecommender: A Workflow Recommendation Technique for Process Provenance. - Ji Zhang 001; Qing Liu 001; Kai Xu 003 (AusDM, 2009)

Detecting Projected Outliers in High-Dimensional Data Streams. - Ji Zhang 001; Qigang Gao; Hai H. Wang; Qing Liu 001; Kai Xu 003 (DEXA, 2009)

Semi-bipartite Graph Visualization for Gene Ontology Networks. - Kai Xu 003; Rohan Williams; Seok-Hee Hong 001; Qing Liu 001; Ji Zhang 001 (GD, 2009)

Gene Specific Co-regulation Discovery: An Improved Approach. - Ji Zhang 001; Qing Liu 001; Kai Xu 003 (ICCS (1), 2009)

DISTRO: A System for Detecting Global Outliers from Distributed Data Streams with Privacy Protection. - Ji Zhang 001; Stijn Dekeyser; Hua Wang 002; Yanfeng Shu (DASFAA (2), 2010)

On Memory and I/O Efficient Duplication Detection for Multiple Self-clean Data Sources. - Ji Zhang 001; Yanfeng Shu; Hua Wang 002 (DASFAA Workshops, 2010)

Privacy-Preserving Protocols for String Matching. - Yonglong Luo; Lei Shi; Caiyun Zhang; Ji Zhang 001 (NSS, 2010)

A Web-based Interactive Data Visualization System for Outlier Subspace Analysis. - Dong Liu; Qigang Gao; Hai H. Wang; Ji Zhang 001 (SEDE, 2010)

A 3D RRAM Using a Stackable Multi-Layer 1TXR Cell. - Ji Zhang 001; Yiqing Ding; Xiaoyong Xue; Gang Jin; Yuxin Wu; Yufeng Xie; Yinyin Lin (IEICE Trans. Electron., 2010)

A Novel Fuzzy Logic Based Bit Freezing Technique to Improve Gene Specific Co-regulation Discovery from Gene Expression Databases. - Ji Zhang 001; Yonglong Luo (ACSC, 2011)

Positive Influence Dominating Set in E-Learning Social Networks. - Guangyuan Wang; Hua Wang 002; Xiaohui Tao 001; Ji Zhang 001 (ICWL, 2011)

A process provenance service system for scientific data analysis and sharing. - Qing Liu 001; Ji Zhang 001; James Forbes; Kai Xu 003; Dinesh Nair (ICDKE, 2011)

Web Service management system for bioinformatics research: a case study. - Kai Xu 003; Qi Yu 001; Qing Liu 001; Ji Zhang 001; Athman Bouguettaya (Serv. Oriented Comput. Appl., 2011)

Detecting anomalies from high-dimensional wireless network data streams: a case study. - Ji Zhang 001; Qigang Gao; Hai H. Wang; Hua Wang 002 (Soft Comput., 2011)

Privacy-aware access control with trust management in web service. - Min Li; Xiaoxun Sun; Hua Wang 002; Yanchun Zhang; Ji Zhang 001 (World Wide Web, 2011)

Detecting global outliers from large distributed databases. - Ji Zhang 001; Jie Cao 011; Xiaodong Zhu (FSKD, 2012)

A Self-stabilizing Algorithm for Finding a Minimal K-Dominating Set in General Networks. - Guangyuan Wang; Hua Wang 002; Xiaohui Tao 001; Ji Zhang 001 (ICDKE, 2012)

An Innovative Outlier Detection Method Using Localized Thresholds. - Ji Zhang 001; Jie Cao 011; Xiaodong Zhu (ICDKE, 2012)

Mapping Semantic Knowledge for Unsupervised Text Categorisation. - Xiaohui Tao 001; Yuefeng Li; Ji Zhang 001; Jianming Yong (ADC, 2013)

A Self-Stabilizing Algorithm for Finding a Minimal Positive Influence Dominating Set in Social Networks. - Guangyuan Wang; Hua Wang 002; Xiaohui Tao 001; Ji Zhang 001 (ADC, 2013)

Minimising K-Dominating Set in Arbitrary Network Graphs. - Guangyuan Wang; Hua Wang 002; Xiaohui Tao 001; Ji Zhang 001; Jinhua Zhang (ADMA (2), 2013)

Telemedicine and Telemonitoring in Healthcare. - Salmah F. A. Alsgaer; Xiaohui Tao 001; Ji Zhang 001; Hua Wang 002; Zhi Guo (Brain and Health Informatics, 2013)

An efficient and robust privacy protection technique for massive streaming choice-based information. - Ji Zhang 001; Xuemei Liu; Yonglong Luo (CIKM, 2013)

A self-stabilizing protocol for minimal weighted dominating sets in arbitrary networks. - Guangyuan Wang; Hua Wang 002; Xiaohui Tao 001; Ji Zhang 001 (CSCWD, 2013)

SODIT: An innovative system for outlier detection using multiple localized thresholding and interactive feedback. - Ji Zhang 001; Hua Wang 002; Xiaohui Tao 001; Lili Sun (ICDE, 2013)

SIMS: Self-adaptive Intelligent Monitoring System for Supporting Home-Based Heart Failure Patients. - Hua Wang 002; Ji Zhang 001; Jeffrey Soar; Xiaohui Tao 001; Wei Huang (ICOST, 2013)

Positive Influence Dominating Set Games. - Guangyuan Wang; Hua Wang 002; Xiaohui Tao 001; Ji Zhang 001; Xun Yi; Jianming Yong (CSCWD, 2014)

A Novel Artificial Immune Algorithm for Spatial Clustering with Obstacle Constraint and Its Applications. - Liping Sun; Yonglong Luo; Xintao Ding; Ji Zhang 001 (Comput. Intell. Neurosci., 2014)

Outlier detection from large distributed databases. - Ji Zhang 001; Xiaohui Tao 001; Hua Wang 002 (World Wide Web, 2014)

Efficient Algorithms for Scheduling XML Data in a Mobile Wireless Broadcast Environment. - Yongrui Qin; Hua Wang 002; Ji Zhang 001; Xiaohui Tao 001; Wei Emma Zhang; Kerry L. Taylor; Quan Z. Sheng (ICPADS, 2015)

A Study of Drug Interaction for Personalised Decision Support in Dental Clinics. - WeePheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong (WI-IAT (3), 2015)

An Intelligent Recommender System Based on Short-Term Risk Prediction for Heart Disease Patients. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Yan Li 002; Vincent S. Tseng (WI-IAT (3), 2015)

Detecting anomalies from big network traffic data using an adaptive detection approach. - Ji Zhang 001; Hongzhou Li; Qigang Gao; Hai Wang 016; Yonglong Luo (Inf. Sci., 2015)

A standardized design methodology for complex digital logic components of cyber-physical systems. - Fulong Chen 002; Heping Ye; Jie Yang; Yong Huang; Ji Zhang 001; Xuemei Qi; Chuanxin Zhao; Junru Zhu; Wen Zhou (Microprocess. Microsystems, 2015)

GO-PEAS: A Scalable Yet Accurate Grid-Based Outlier Detection Method Using Novel Pruning Searching Techniques. - Hongzhou Li; Ji Zhang 001; Yonglong Luo; Fulong Chen 002; Liang Chang 003 (ACALCI, 2016)

Adopting Hybrid Descriptors to Recognise Leaf Images for Automatic Plant Specie Identification. - Ali A. Al-kharaz; Xiaohui Tao 001; Ji Zhang 001; Raid Lafta (ADMA, 2016)

IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Yan Li 002; Vincent S. Tseng (ADMA, 2016)

Sentiment Analysis for Depression Detection on Social Networks. - Xiaohui Tao 001; Xujuan Zhou; Ji Zhang 001; Jianming Yong (ADMA, 2016)

NSSSD: A new semantic hierarchical storage for sensor data. - Mehdi Gheisari; Ali Akbar Movassagh; Yongrui Qin; Jianming Yong; Xiaohui Tao 001; Ji Zhang 001; Haifeng Shen (CSCWD, 2016)

PFrauDetector: A Parallelized Graph Mining Approach for Efficient Fraudulent Phone Call Detection. - Josh Jia-Ching Ying; Ji Zhang 001; Che-Wei Huang; Kuan-Ta Chen; Vincent S. Tseng (ICPADS, 2016)

Explore Interregional EEG Correlations Changed by Sport Training Using Feature Selection. - Jia Gao; Wei Wang 085; Ji Zhang 001 (Comput. Intell. Neurosci., 2016)

Decision support systems for adoption in dental clinics: A survey. - WeePheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong (Knowl. Based Syst., 2016)

An intelligent recommender system based on predictive analysis in telehealthcare environment. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Yan Li 002; Vincent S. Tseng; Yonglong Luo; Fulong Chen 002 (Web Intell., 2016)

Mining Drug Properties for Decision Support in Dental Clinics. - WeePheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong (PAKDD (2), 2017)

A Fast Fourier Transform-Coupled Machine Learning-Based Ensemble Model for Disease Risk Prediction Using a Real-Life Dataset. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Yan Li 002; Wessam Abbas; Yonglong Luo; Fulong Chen 002; Vincent S. Tseng (PAKDD (1), 2017)

An Efficient and Secure Itinerary-Based Data Aggregation Algorithm for WSNs. - Taochun Wang; Ji Zhang 001; Yonglong Luo; Kaizhong Zuo; Xintao Ding (TrustCom/BigDataSE/ICESS, 2017)

Coupling topic modelling in opinion mining for social media analysis. - Xujuan Zhou; Xiaohui Tao 001; Md Mostafijur Rahman; Ji Zhang 001 (WI, 2017)

Knowledge Graph Embedding by Dynamic Translation. - Liang Chang 003; Manli Zhu; Tianlong Gu; Chenzhong Bin; Junyan Qian; Ji Zhang 001 (IEEE Access, 2017)

Coupling a Fast Fourier Transformation With a Machine Learning Ensemble Model to Support Recommendations for Heart Disease Patients in a Telehealth Environment. - Ji Zhang 001; Raid Lafta; Xiaohui Tao 001; Yan Li 002; Fulong Chen 002; Yonglong Luo; Xiaodong Zhu (IEEE Access, 2017)

FRIOD: A Deeply Integrated Feature-Rich Interactive System for Effective and Efficient Outlier Detection. - Xiaodong Zhu; Ji Zhang 001; Hongzhou Li; Philippe Fournier-Viger; Jerry Chun-Wei Lin; Liang Chang 003 (IEEE Access, 2017)

A two-phase approach to mine short-period high-utility itemsets in transactional databases. - Jerry Chun-Wei Lin; Jiexiong Zhang; Philippe Fournier-Viger; Tzung-Pei Hong; Ji Zhang 001 (Adv. Eng. Informatics, 2017)

On Efficient and Robust Anonymization for Privacy Protection on Massive Streaming Categorical Information. - Ji Zhang 001; Hongzhou Li; Xuemei Liu; Yonglong Luo; Fulong Chen 002; Hua Wang 002; Liang Chang 003 (IEEE Trans. Dependable Secur. Comput., 2017)

A survey of itemset mining. - Philippe Fournier-Viger; Jerry Chun-Wei Lin; Bay Vo; Tin Chi Truong; Ji Zhang 001; Hoai Bac Le (WIREs Data Mining Knowl. Discov., 2017)

A Genetic Algorithm Based Technique for Outlier Detection with Fast Convergence. - Xiaodong Zhu; Ji Zhang 001; Zewen Hu; Hongzhou Li; Liang Chang 003; Youwen Zhu; Jerry Chun-Wei Lin; Yongrui Qin (ADMA, 2018)

Exploring the Use of a Network Model in Drug Prescription Support for Dental Clinics. - WeePheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Yongrui Qin; Elizabeth Zhixin Goh; Aimin Hu (BESC, 2018)

Detecting Relational States in Online Social Networks. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001; Thuan Pham; Xiaodong Zhu; Hongzhou Li; Liang Chang 003 (BESC, 2018)

SLIND: Identifying Stable Links in Online Social Networks. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001; Xiaoyao Zheng; Yonglong Luo; Jerry Chun-Wei Lin (DASFAA (2), 2018)

Anonymization of Multiple and Personalized Sensitive Attributes. - Jerry Chun-Wei Lin; Qiankun Liu 002; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (DaWaK, 2018)

A Recommender System with Advanced Time Series Medical Data Analysis for Diabetes Patients in a Telehealth Environment. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Jerry Chun-Wei Lin; Fulong Chen 002; Yonglong Luo; Xiaoyao Zheng (DEXA (2), 2018)

A Metaheuristic Algorithm for Hiding Sensitive Itemsets. - Jerry Chun-Wei Lin; Yuyu Zhang; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (DEXA (2), 2018)

On Link Stability Detection for Online Social Networks. - Ji Zhang 001; Xiaohui Tao 001; Leonard Tan; Jerry Chun-Wei Lin; Hongzhou Li; Liang Chang 003 (DEXA (1), 2018)

PPSF: An Open-Source Privacy-Preserving and Security Mining Framework. - Jerry Chun-Wei Lin; Philippe Fournier-Viger; Lintai Wu; Wensheng Gan; Youcef Djenouri; Ji Zhang 001 (ICDM Workshops, 2018)

A Novel Differential Privacy Recommendation Method Based on a Distributed Framework. - Xiaoyao Zheng; Yonglong Luo; Ji Zhang 001; Liping Sun; Fulong Chen 002 (ICDM Workshops, 2018)

Drug prescription support in dental clinics through drug corpus mining. - WeePheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Wenping Zhang; Haoran Xie 001 (Int. J. Data Sci. Anal., 2018)

A tourism destination recommender system using users' sentiment and temporal dynamics. - Xiaoyao Zheng; Yonglong Luo; Liping Sun; Ji Zhang 001; Fulong Chen 002 (J. Intell. Inf. Syst., 2018)

Exploiting highly qualified pattern with frequency and weight occupancy. - Wensheng Gan; Jerry Chun-Wei Lin; Philippe Fournier-Viger; Han-Chieh Chao; Justin Zhan; Ji Zhang 001 (Knowl. Inf. Syst., 2018)

FrauDetector+: An Incremental Graph-Mining Approach for Efficient Fraudulent Phone Call Detection. - Josh Jia-Ching Ying; Ji Zhang 001; Che-Wei Huang; Kuan-Ta Chen; Vincent S. Tseng (ACM Trans. Knowl. Discov. Data, 2018)

An infrastructure framework for privacy protection of community medical internet of things - Transmission protection, storage protection and access control. - Fulong Chen 002; Yonglong Luo; Ji Zhang 001; Junru Zhu; Ziyang Zhang; Chuanxin Zhao; Taochun Wang (World Wide Web, 2018)

A novel social network hybrid recommender system based on hypergraph topologic structure. - Xiaoyao Zheng; Yonglong Luo; Liping Sun; Xintao Ding; Ji Zhang 001 (World Wide Web, 2018)

Twitter Analysis for Depression on Social Networks based on Sentiment and Stress. - Xiaohui Tao 001; Ravi Dharmalingam; Ji Zhang 001; Xujuan Zhou; Lin Li 001; Raj Gururajan (BESC, 2019)

Method and Dataset Mining in Scientific Papers. - Rujing Yao; Linlin Hou; Yingchun Ye; Ji Zhang 001; Jian Wu (IEEE BigData, 2019)

Identification of Stress Impact on Personality Density Distributions. - Brendan Lys; Xiaohui Tao 001; Tony Machin; Ji Zhang 001; Ning Zhong 001 (BI, 2019)

MeKG: Building a Medical Knowledge Graph by Data Mining from MEDLINE. - Thuan Pham; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Xujuan Zhou; Raj Gururajan (BI, 2019)

An Efficient Chain Structure to Mine High-Utility Sequential Patterns. - Jerry Chun-Wei Lin; Yuanfa Li; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (ICDM Workshops, 2019)

Mining Multispectral Aerial Images for Automatic Detection of Strategic Bridge Locations for Disaster Relief Missions. - Hafiz Suliman Munawar; Ji Zhang 001; Hongzhou Li; Deqing Mo; Liang Chang 003 (PAKDD (Workshops), 2019)

Personalised Drug Prescription for Dental Clinics Using Word Embedding. - WeePheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; XueLing Oh; Elizabeth Zhixin Goh (WISE Workshops, 2019)

SLIND+: Stable LINk Detection. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001; Hongzhou Li; Fulong Chen 002; Yonglong Luo (WISE Workshops, 2019)

Learning Relational Fractals for Deep Knowledge Graph Embedding in Online Social Networks. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001; Dianwei Wang; Josh Jia-Ching Ying; Xin Wang 030 (WISE, 2019)

The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA). - Xiangmin Zhou; Ji Zhang 001; Yanchun Zhang (WSDM, 2019)

Method and Dataset Mining in Scientific Papers. - Rujing Yao; Linlin Hou; Yingchun Ye; Ou Wu; Ji Zhang 001; Jian Wu (CoRR, 2019)

Efficient and secure multi-dimensional geometric range query over encrypted data in cloud. - Xingxin Li; Youwen Zhu; Jian Wang 038; Ji Zhang 001 (J. Parallel Distributed Comput., 2019)

On relational learning and discovery in social networks: a survey. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001 (Int. J. Mach. Learn. Cybern., 2019)

Using Machine Learning to Automate Mammogram Images Analysis. - Xuejiao Tang; Liuhua Zhang; Wenbin Zhang 002; Xin Huang 005; Vasileios Iosifidis; Zhen Liu 017; Mingli Zhang; Enza Messina; Ji Zhang 001 (BIBM, 2020)

Context-aware Adaptive Outlier Detection in Trajectory Data. - Srinivas Danda; Ji Zhang 001; Xiaohui Tao 001; Jerry Chun-Wei Lin; Wenbin Zhang 002 (IEEE BigData, 2020)

A Data-driven Human Responsibility Management System. - Xuejiao Tang; Jiong Qiu; Ruijun Chen; Wenbin Zhang 002; Vasileios Iosifidis; Zhen Liu 017; Wei Meng; Mingli Zhang; Ji Zhang 001 (IEEE BigData, 2020)

Effective Tuple-based Anonymization for Massive Streaming Categorical Data. - Qiqiang Xu; Ji Zhang 001; Zenghui Xu; Yonglong Luo; Fulong Chen 002; Xiaoyao Zheng; Gaoming Yang (IEEE BigData, 2020)

A Block-Level RNN Model for Resume Block Classification. - Qiqiang Xu; Ji Zhang 001; Youwen Zhu; Bohan Li 001; Donghai Guan; Xin Wang 030 (IEEE BigData, 2020)

Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction. - Xiaoru Qu; Zhao Li 007; Jialin Wang; Zhipeng Zhang; Pengcheng Zou; Junxiao Jiang; Jiaming Huang; Rong Xiao 005; Ji Zhang 001; Jun Gao 003 (CIKM, 2020)

Recommendation on Heterogeneous Information Network with Type-Sensitive Sampling. - Jinze Bai; Jialin Wang; Zhao Li 007; Donghui Ding; Jiaming Huang; Pengrui Hui; Jun Gao 003; Ji Zhang 001; Zujie Ren (DASFAA (3), 2020)

Predicting Workplace Injuries Using Machine Learning Algorithms. - Divya Sukumar; Ji Zhang 001; Xiaohui Tao 001; Xin Wang 030; Wenbin Zhang 002 (DSAA, 2020)

Flexible and Adaptive Fairness-aware Learning in Non-stationary Data Streams. - Wenbin Zhang 002; Mingli Zhang; Ji Zhang 001; Zhen Liu 017; Zhiyuan Chen 003; Jianwu Wang 001; Edward Raff; Enza Messina (ICTAI, 2020)

Efficient Chain Structure for High-Utility Sequential Pattern Mining. - Jerry Chun-Wei Lin; Yuanfa Li; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (IEEE Access, 2020)

Proof Learning in PVS With Utility Pattern Mining. - M. Saqib Nawaz; Philippe Fournier-Viger; Ji Zhang 001 (IEEE Access, 2020)

Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation. - Zhao Li 007; Haobo Wang 001; Donghui Ding; Shichang Hu; Zhen Zhang 023; Weiwei Liu 003; Jianliang Gao; Zhiqiang Zhang 010; Ji Zhang 001 (Complex., 2020)

Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention. - Linlin Hou; Ji Zhang 001; Ou Wu; Ting Yu 004; Zhen Wang 037; Zhao Li 007; Jianliang Gao; Yingchun Ye; Rujing Yao (CoRR, 2020)

AI Marker-based Large-scale AI Literature Mining. - Rujing Yao; Yingchun Ye; Ji Zhang 001; Shuxiao Li; Ou Wu (CoRR, 2020)

A Survey on Contact Tracing: the Latest Advancements and Challenges. - Ting Jiang; Yizheng Chen 003; Yang Zhang 042; Minhao Zhang; Chenhao Lu; Ji Zhang 001; Zhao Li 007; Jun Gao 003; Shuigeng Zhou (CoRR, 2020)

Distant Supervision for E-commerce Query Segmentation via Attention Network. - Zhao Li 007; Donghui Ding; Pengcheng Zou; Yu Gong; Xi Chen; Ji Zhang 001; Jianliang Gao; Youxi Wu; Yucong Duan (CoRR, 2020)

Relational intelligence recognition in online social networks - A survey. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001; Thuan Pham; Bing Chen 002 (Comput. Sci. Rev., 2020)

Constructing a knowledge-based heterogeneous information graph for medical health status classification. - Thuan Pham; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong (Health Inf. Sci. Syst., 2020)

Enhanced sequence labeling based on latent variable conditional random fields. - Jerry Chun-Wei Lin; Yinan Shao; Ji Zhang 001; Unil Yun (Neurocomputing, 2020)

High average-utility sequential pattern mining based on uncertain databases. - Jerry Chun-Wei Lin; Ting Li 011; Matin Pirouz; Ji Zhang 001; Philippe Fournier-Viger (Knowl. Inf. Syst., 2020)

Feature-Based Learning in Drug Prescription System for Medical Clinics. - Wee Pheng Goh; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong (Neural Process. Lett., 2020)

A general extensible learning approach for multi-disease recommendations in a telehealth environment. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Xiaodong Zhu; Hongzhou Li; Liang Chang 003; Ravinesh C. Deo (Pattern Recognit. Lett., 2020)

Mining health knowledge graph for health risk prediction. - Xiaohui Tao 001; Thuan Pham; Ji Zhang 001; Jianming Yong; Wee Pheng Goh; Wenping Zhang; Yi Cai 001 (World Wide Web, 2020)

Testing Independence Between Linear Combinations for Causal Discovery. - Hao Zhang 079; Kun Zhang 001; Shuigeng Zhou; Jihong Guan; Ji Zhang 001 (AAAI, 2021)

VAGA: Towards Accurate and Interpretable Outlier Detection Based on Variational Auto-Encoder and Genetic Algorithm for High-Dimensional Data. - Jiamu Li; Ji Zhang 001; Jian Wang 038; Youwen Zhu; Mohamed Jaward Bah; Gaoming Yang; Yuquan Gan (IEEE BigData, 2021)

Improving Irregularly Sampled Time Series Learning with Time-Aware Dual-Attention Memory-Augmented Networks. - Zhen Wang 037; Yang Zhang 042; Ai Jiang; Ji Zhang 001; Zhao Li 007; Jun Gao 003; Ke Li 044; Chenhao Lu; Zujie Ren (CIKM, 2021)

Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss. - Lu Zhang 060; Shuigeng Zhou; Jihong Guan; Ji Zhang 001 (CVPR, 2021)

LSTM Based Sentiment Analysis for Cryptocurrency Prediction. - Xin Huang 005; Wenbin Zhang 002; Xuejiao Tang; Mingli Zhang; Jayachander Surbiryala; Vasileios Iosifidis; Zhen Liu 017; Ji Zhang 001 (DASFAA (3), 2021)

Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory. - Xuejiao Tang; Xin Huang 005; Wenbin Zhang 002; Travers B. Child; Qiong Hu; Zhen Liu 017; Ji Zhang 001 (DaWaK, 2021)

An Effective Algorithm for Classification of Text with Weak Sequential Relationships. - Qiqiang Xu; Ji Zhang 001; Ting Yu 004; Wenbin Zhang 002; Mingli Zhang; Yonglong Luo; Fulong Chen 002; Zhen Liu 017 (DEXA (2), 2021)

AutoEncoder for Neuroimage. - Mingli Zhang; Fan Zhang 045; Jianxin Zhang 001; Ahmad Chaddad; Fenghua Guo; Wenbin Zhang 002; Ji Zhang 001; Alan C. Evans (DEXA (2), 2021)

TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs. - Jianliang Gao; Zhao Li 007; Fan Xiong; Xiangyue Liu; Jie Xiao 005; Biao Wang; Ji Zhang 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Large-scale Fake Click Detection for E-commerce Recommendation Systems. - Jingdong Li; Zhao Li 007; Jiaming Huang; Ji Zhang 001; Xiaoling Wang; Xingjian Lu; Jingren Zhou 001 (ICDE, 2021)

AdaBoosting Clusters on Graph Neural Networks. - Li Zheng; Jun Gao 003; Zhao Li 007; Ji Zhang 001 (ICDM, 2021)

Discovering Periodic-Frequent Patterns in Uncertain Temporal Databases. - R. Uday Kiran; Palla Likhitha; Minh-Son Dao; Koji Zettsu; Ji Zhang 001 (ICONIP (5), 2021)

A Generic Knowledge Based Medical Diagnosis Expert System. - Xin Huang 005; Xuejiao Tang; Wenbin Zhang 002; Ji Zhang 001; Mingli Zhang; Wensheng Gan; Shichao Pei; Zhen Liu 017; Yiyi Huang (iiWAS, 2021)

MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events. - Tengfei Lyu; Jianliang Gao; Ling Tian; Zhao Li 007; Peng Zhang 001; Ji Zhang 001 (IJCAI, 2021)

Quantum Correlation Revealed by Bell State for Classification Tasks. - Junwei Zhang 009; Ruifang He; Zhao Li 007; Ji Zhang 001; Biao Wang; Zhaolin Li; Tianyuan Niu (IJCNN, 2021)

Interactive Quantum Classifier Inspired by Quantum Open System Theory. - Junwei Zhang 009; Zhao Li 007; Ruifang He; Ji Zhang 001; Biao Wang; Zhaolin Li; Tianyuan Niu (IJCNN, 2021)

Enhanced Knowledge Graph Embedding for Multi-Task Recommendation via Integrating Attribute Information and High-Order Connectivity. - Yani Wang; Aoran Li; Ji Zhang 001; Bohan Li 001 (IJCKG, 2021)

Live-Streaming Fraud Detection: A Heterogeneous Graph Neural Network Approach. - Haishuai Wang; Zhao Li 007; Peng Zhang 001; Jiaming Huang; Pengrui Hui; Jian Liao; Ji Zhang 001; Jiajun Bu (KDD, 2021)

Learning Probabilistic Latent Structure for Outlier Detection from Multi-view Data. - Zhen Wang 037; Ji Zhang 001; Yizheng Chen 003; Chenhao Lu; Jerry Chun-Wei Lin; Jing Xiao 005; Rage Uday Kiran (PAKDD (1), 2021)

ATJ-Net: Auto-Table-Join Network for Automatic Learning on Relational Databases. - Jinze Bai; Jialin Wang; Zhao Li 007; Donghui Ding; Ji Zhang 001; Jun Gao 003 (WWW, 2021)

What Happens Behind the Scene? Towards Fraud Community Detection in E-Commerce from Online to Offline. - Zhao Li 007; Pengrui Hui; Peng Zhang 001; Jiaming Huang; Biao Wang; Ling Tian; Ji Zhang 001; Jianliang Gao; Xing Tang (WWW (Companion Volume), 2021)

Locally differentially private distributed algorithms for set intersection and union. - Qiao Xue; Youwen Zhu; Jian Wang 038; Xingxin Li; Ji Zhang 001 (Sci. China Inf. Sci., 2021)

EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams. - Mohamed Jaward Bah; Hongzhi Wang 001; Li-Hui Zhao; Ji Zhang 001; Jie Xiao 005 (Complex., 2021)

LSTM Based Sentiment Analysis for Cryptocurrency Prediction. - Xin Huang 005; Wenbin Zhang 002; Yiyi Huang; Xuejiao Tang; Mingli Zhang; Jayachander Surbiryala; Vasileios Iosifidis; Zhen Liu 017; Ji Zhang 001 (CoRR, 2021)

A Generic Knowledge Based Medical Diagnosis Expert System. - Xin Huang 005; Xuejiao Tang; Wenbin Zhang 002; Shichao Pei; Ji Zhang 001; Wensheng Gan; Mingli Zhang; Zhen Liu 017; Ruijun Chen; Yiyi Huang (CoRR, 2021)

Mobile-based learning of drug prescription for medical education using artificial intelligence techniques. - Xiaohui Tao 001; Wee Pheng Goh; Ji Zhang 001; Jianming Yong; Elizabeth Zhixin Goh; XueLing Oh (Int. J. Mob. Learn. Organisation, 2021)

A subgraph-based knowledge reasoning method for collective fraud detection in E-commerce. - Junshuai Song; Xiaoru Qu; Zehong Hu; Zhao Li 007; Jun Gao 003; Ji Zhang 001 (Neurocomputing, 2021)

Combined cause inference: Definition, model and performance. - Hao Zhang 079; Chuanxu Yan; Shuigeng Zhou; Jihong Guan; Ji Zhang 001 (Inf. Sci., 2021)

Generating adversarial examples without specifying a target model. - Gaoming Yang; Mingwei Li; Xianjing Fang; Ji Zhang 001; Xingzhu Liang (PeerJ Comput. Sci., 2021)

ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network. - Jun Gao 003; Jiazun Chen; Zhao Li 007; Ji Zhang 001 (Proc. VLDB Endow., 2021)

A Hierarchical Approach for Advanced Persistent Threat Detection with Attention-Based Graph Neural Networks. - Zitong Li; Xiang Cheng 004; Lixiao Sun; Ji Zhang 001; Bing Chen 002 (Secur. Commun. Networks, 2021)

TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents. - Yifan He 005; Zhao Li 007; Lei Fu; Anhui Wang; Peng Zhang 001; Shuigeng Zhou; Ji Zhang 001; Ting Yu 004 (ACM Trans. Intell. Syst. Technol., 2021)

Logit Perturbation. - Mengyang Li; Fengguang Su; Ou Wu; Ji Zhang 001 (AAAI, 2022)

Event Detection from Web Data in Chinese Based on Bi-LSTM with Attention. - Yuxin Wu; Zenghui Xu; Hongzhou Li; Yuquan Gan; Josh Jia-Ching Ying; Ting Yu 004; Ji Zhang 001 (ADMA (1), 2022)

A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography. - Josh Jia-Ching Ying; Wan-Ju Yang; Ji Zhang 001; Yu-Ching Ni; Chia-Yu Lin; Fan-Pin Tseng; Xiaohui Tao 001 (ADMA (1), 2022)

Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint. - Yuquan Gan; Wenqiang Li; Ying Liu 026; Jinglu He; Ji Zhang 001 (AIPR, 2022)

Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation. - Yani Wang; Ji Zhang 001; Xiangmin Zhou; Yang Zhang 042 (APWeb/WAIM (3), 2022)

A Secured Movie Recommendation System using Decentralized Blockchain Network. - Tamara Abdulmunim Abduljabbar; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Xujuan Zhou (BESC, 2022)

A Parallel Framework for Streaming Graphs Computing. - Ting Jiang; Ting Yu 004; Zexian Hong; Zujie Ren; Ji Zhang 001 (IEEE Big Data, 2022)

Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals. - Raid Lafta; Hisham Alshaheen; Biao Wang; Xiaohui Tao 001; Lingling Li; Kexin Zhang; Ji Zhang 001 (IEEE Big Data, 2022)

Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction. - Zhen Wang 037; Madison Cooley; Yang Zhang 042; Chao Lan; Ji Zhang 001 (IEEE Big Data, 2022)

IDGMS: a One-Stop Graph Mining System for Infectious Diseases. - Zenghui Xu; Ting Yu 004; Xingyun Hong; Mingzhang Li; Yang Zhang 042; Zujie Ren; Ji Zhang 001 (IEEE Big Data, 2022)

Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks. - Yang Zhang 042; Zhen Wang 037; Ting Yu 004; Mingming Lu; Zujie Ren; Ji Zhang 001 (IEEE Big Data, 2022)

Decentralized Blockchain Network. - Tamara Abdulmunim Abduljabbar; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Xujuan Zhou (CBD, 2022)

Skeleton-Based Mutual Action Recognition Using Interactive Skeleton Graph and Joint Attention. - Xiangze Jia; Ji Zhang 001; Zhen Wang 037; Yonglong Luo; Fulong Chen 002; Gaoming Yang (DEXA (2), 2022)

Effective and Robust Boundary-Based Outlier Detection Using Generative Adversarial Networks. - Qiliang Liang; Ji Zhang 001; Mohamed Jaward Bah; Hongzhou Li; Liang Chang 003; Rage Uday Kiran (DEXA (2), 2022)

Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements. - Pamalla Veena; Sreepada Tarun; R. Uday Kiran; Minh-Son Dao; Koji Zettsu; Yutaka Watanobe; Ji Zhang 001 (DEXA (2), 2022)

Automated Knowledge Graph Construction for Healthcare Domain. - Markian Jaworsky; Xiaohui Tao 001; Jianming Yong; Lei Pan 002; Ji Zhang 001; Shiva Raj Pokhrel (HIS, 2022)

A Generative Adversarial Active Learning Method for Effective Outlier Detection. - Mohamed Jaward Bah; Ji Zhang 001; Ting Yu 004; Feng Xia 001; Zhao Li 007; Shuigeng Zhou; Hongzhi Wang 001 (ICTAI, 2022)

JointContrast: Skeleton-Based Mutual Action Recognition with Contrastive Learning. - Xiangze Jia; Ji Zhang 001; Zhen Wang 037; Yonglong Luo; Fulong Chen 002; Jing Xiao 005 (PRICAI (3), 2022)

SFIOT: Software-Defined Function for the IoT. - Nian Xue; Ji Zhang 001; Zhen Li 047; Xianbin Hong; Haijiang Tang; Xin Huang 005 (WoWMoM, 2022)

An Auto-Encoder with Genetic Algorithm for High Dimensional Data: Towards Accurate and Interpretable Outlier Detection. - Jiamu Li; Ji Zhang 001; Mohamed Jaward Bah; Jian Wang 038; Youwen Zhu; Gaoming Yang; Lingling Li; Kexin Zhang (Algorithms, 2022)

Learning discriminative representation with global and fine-grained features for cross-view gait recognition. - Jing Xiao 005; Huan Yang; Kun Xie; Jia Zhu 003; Ji Zhang 001 (CAAI Trans. Intell. Technol., 2022)

Intelligent Computing: The Latest Advances, Challenges and Future. - Shiqiang Zhu; Ting Yu 004; Tao Xu; Hongyang Chen; Schahram Dustdar; Sylvain Gigan; Deniz Gündüz; Ekram Hossain 001; Yaochu Jin; Feng Lin; Bo Liu 004; Zhiguo Wan; et al. (CoRR, 2022)

Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification. - Yan Pang; Teng Huang; Zhen Wang 037; Jianwei Li; Poorya Hosseini; Ji Zhang 001; Chao Liu 037; Shan Ai (Int. J. Intell. Syst., 2022)

Sparse-Dyn: Sparse dynamic graph multirepresentation learning via event-based sparse temporal attention network. - Yan Pang; Ai Shan; Zhen Wang 037; Mengyu Wang; Jianwei Li; Ji Zhang 001; Teng Huang; Chao Liu 037 (Int. J. Intell. Syst., 2022)

Distributed Tip Decomposition on Large Bipartite Graphs. - Xu Zhou 001; Tongfeng Weng; ZhiBang Yang; Boren Li; Ji Zhang 001; Kenli Li 001 (Int. J. Softw. Informatics, 2022)

Method and dataset entity mining in scientific literature: A CNN + BiLSTM model with self-attention. - Linlin Hou; Ji Zhang 001; Ou Wu; Ting Yu 004; Zhen Wang 037; Zhao Li 007; Jianliang Gao; Yingchun Ye; Rujing Yao (Knowl. Based Syst., 2022)

Graph-based multi-label disease prediction model learning from medical data and domain knowledge. - Thuan Pham; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Yuefeng Li; Haoran Xie 001 (Knowl. Based Syst., 2022)

Learning Causal Structures Based on Divide and Conquer. - Hao Zhang 079; Shuigeng Zhou; Chuanxu Yan; Jihong Guan; Xin Wang 004; Ji Zhang 001; Jun Huan (IEEE Trans. Cybern., 2022)

Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes. - Xi Weng; Yan Yan 001; Genshun Dong; Chang Shu; Biao Wang; Hanzi Wang; Ji Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining. - Youxi Wu; Xiaohui Wang; Yan Li 087; Lei Guo 015; Zhao Li 007; Ji Zhang 001; Xindong Wu 001 (ACM Trans. Manag. Inf. Syst., 2022)

A Survey on Contact Tracing: The Latest Advancements and Challenges. - Ting Jiang; Yang Zhang 042; Minhao Zhang; Ting Yu 004; Yizheng Chen 003; Chenhao Lu; Ji Zhang 001; Zhao Li 007; Jun Gao 003; Shuigeng Zhou (ACM Trans. Spatial Algorithms Syst., 2022)

GPU-Accelerated Maximal Bicliques Mining Framework for Large E-commerce Networks. - Jingdong Li; Zhao Li 007; Xiaoling Wang; Xingjian Lu; Ji Zhang 001; Hongyang Chen (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Anomaly Detection in Battery Charging Systems: A Deep Sequence Model Approach. - Li Zheng; Donghui Ding; Zhao Li 007; Jun Gao 003; Jie Xiao 005; Hongyang Chen; Schahram Dustdar; Ji Zhang 001 (ISPA/BDCloud/SocialCom/SustainCom, 2023)

EventsVista: Enhancing Event Visualization and Interpretation. - Mohamad Khalil Farhat; Ji Zhang 001; Xiaohui Tao 001; Tianning Li; Ting Yu 004 (BESC, 2023)

A Dataset for Entity Recognition of COVID-19 Public Opinion in Social Media. - Linlin Hou; Lingling Li; Dandan Ren; Xin Wang 030; Ting Yu 004; Ji Zhang 001 (BESC, 2023)

CoSaR: Combating Label Noise Using Collaborative Sample Selection and Adversarial Regularization. - Xiaobo Zhang; Yutao Liu; Hao Wang 068; Wei Wang 011; Panpan Ni; Ji Zhang 001 (CIKM, 2023)

An Efficient Embedding Framework for Uncertain Attribute Graph. - Ting Jiang; Ting Yu 004; Xueting Qiao; Ji Zhang 001 (DEXA (2), 2023)

Knowledge-Based Nonlinear to Linear Dataset Transformation for Chronic Illness Classification. - Markian Jaworsky; Xiaohui Tao 001; Jianming Yong; Lei Pan 002; Ji Zhang 001; Shiva Raj Pokhrel (HIS, 2023)

Efficient Cross Dynamic Task Assignment in Spatial Crowdsourcing. - Tianyue Ren; Xu Zhou 001; Kenli Li 001; Yunjun Gao; Ji Zhang 001; Keqin Li 001 (ICDE, 2023)

AutoBloom: AI-Based Classification of Cognitive Levels in Educational Content. - Thanveer Shaik; Xiaohui Tao 001; Lin Li 001; Yuan Sun; Yan Li 002; Ji Zhang 001; Christopher Dann (WI/IAT, 2023)

The Impact on Employability by COVID-19 Pandemic - AI Case Studies. - Venkata Bharath Bandi; Xiaohui Tao 001; Thanveer Shaik; Jianming Yong; Ji Zhang 001 (WISE, 2023)

Mining Periodic-Frequent Patterns in Irregular Dense Temporal Databases Using Set Complements. - Pamalla Veena; Sreepada Tarun; Rage Uday Kiran; Minh-Son Dao; Koji Zettsu; Yutaka Watanobe; Ji Zhang 001 (IEEE Access, 2023)

Irregularly Sampled Multivariate Time Series Classification: A Graph Learning Approach. - Zhen Wang 037; Ting Jiang; Zenghui Xu; Ji Zhang 001; Jianliang Gao (IEEE Intell. Syst., 2023)

Exploring developments of the AI field from the perspective of methods, datasets, and metrics. - Rujing Yao; Yingchun Ye; Ji Zhang 001; Shuxiao Li; Ou Wu (Inf. Process. Manag., 2023)

Facial depth forgery detection based on image gradient. - Kun Xu; Gaoming Yang; Xianjin Fang; Ji Zhang 001 (Multim. Tools Appl., 2023)

JointContrast: Skeleton-Based Interaction Recognition with New Representation and Contrastive Learning. - Ji Zhang 001; Xiangze Jia; Zhen Wang 037; Yonglong Luo; Fulong Chen 002; Gaoming Yang; Lihui Zhao (Algorithms, 2023)

SAGES: Scalable Attributed Graph Embedding With Sampling for Unsupervised Learning. - Jialin Wang; Xiaoru Qu; Jinze Bai; Zhao Li 007; Ji Zhang 001; Jun Gao 003 (IEEE Trans. Knowl. Data Eng., 2023)

EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing. - Yu Zhang 027; Yuxuan Liang; Jin Zhao 003; Fubing Mao; Lin Gu 002; Xiaofei Liao; Hai Jin 001; Haikun Liu; Song Guo 001; Yangqing Zeng; Hang Hu 018; Chen Li; et al. (IEEE Trans. Knowl. Data Eng., 2023)

Towards Cross-Lingual Multi-Modal Misinformation Detection for E-Commerce Management. - Yifan He 005; Zhao Li 007; Zhenpeng Li; Shuigeng Zhou; Ting Yu 004; Ji Zhang 001 (IEEE Trans. Netw. Serv. Manag., 2023)

A fast approximate method for k-edge connected component detection in graphs with high accuracy. - Ting Yu 004; Mengchi Liu; Zujie Ren; Ji Zhang 001 (Inf. Sci., 2023)

FDS_2D: rethinking magnitude-phase features for DeepFake detection. - Gaoming Yang; Anxing Wei; Xianjin Fang; Ji Zhang 001 (Multim. Syst., 2023)

High-Order Correlation-Guided Slide-Level Histology Retrieval With Self-Supervised Hashing. - Shengrui Li; Yining Zhao; Jun Zhang 018; Ting Yu 004; Ji Zhang 001; Yue Gao 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing. - Jin Zhao 003; Yu Zhang 027; Ligang He; Qikun Li; Xiang Zhang; Xinyu Jiang; Hui Yu; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Haikun Liu; Bingsheng He; et al. (ACM Trans. Archit. Code Optim., 2023)

Latent feature reconstruction for unsupervised anomaly detection. - Jinghuang Lin; Yifan He 005; Weixia Xu; Jihong Guan; Ji Zhang 001; Shuigeng Zhou (Appl. Intell., 2023)

RSFace: subject agnostic face swapping with expression high fidelity. - Gaoming Yang; Tao Wang; Xianjin Fang; Ji Zhang 001 (Vis. Comput., 2023)

Video face forgery detection via facial motion-assisted capturing dense optical flow truncation. - Gaoming Yang; Kun Xu; Xianjin Fang; Ji Zhang 001 (Vis. Comput., 2023)

Interrelated feature selection from health surveys using domain knowledge graph. - Markian Jaworsky; Xiaohui Tao 001; Lei Pan 002; Shiva Raj Pokhrel; Jianming Yong; Ji Zhang 001 (Health Inf. Sci. Syst., 2023)

DeepSafety: a deep neural network-based edge computing framework for detecting unsafe behaviors of construction workers. - Ji Zhang 001; Chia-Chun Liu; Josh Jia-Ching Ying (J. Ambient Intell. Humaniz. Comput., 2023)

Sentiment Analysis for Detection of Depressive Users on Social Networks. - Christopher Wigell; Xiaohui Tao 001; Lin Li 001; Grace Y. Wang; Ji Zhang 001; Yuan Sun (BESC, 2024)

Preference Prototype-Aware Learning for Universal Cross-Domain Recommendation. - Yuxi Zhang; Ji Zhang 001; Feiyang Xu; Lvying Chen; Bohan Li 001; Lei Guo 008; Hongzhi Yin (CIKM, 2024)

A Novel Multi-scale Spatiotemporal Graph Neural Network for Epidemic Prediction. - Zenghui Xu; Mingzhang Li; Ting Yu 004; Linlin Hou; Peng Zhang 001; Rage Uday Kiran; Zhao Li 007; Ji Zhang 001 (DEXA (2), 2024)

Improving Predictive Accuracy of Multilabel Classification for Cancer Subtypes in Imbalanced Datasets. - Markian Jaworsky; Xiaohui Tao 001; Thanveer Shaik; J. Yong; Lei Pan 002; Ji Zhang 001; Shiva Raj Pokhrel (HIS, 2024)

Federated Transformer Hawkes Processes for Distributed Event Sequence Prediction. - Xinyu Wang; Feng Qiang; Li Ma 012; Peng Zhang 001; Hong Yang 003; Zhao Li 007; Ji Zhang 001 (IJCNN, 2024)

Equivariant Diffusion-Based Sequential Hypergraph Neural Networks with Co-attention Fusion for Information Diffusion Prediction. - Ye Lu; Ji Zhang 001; Ting Yu 004; Gaoming Yang (WISE (4), 2024)

A Comprehensive Survey on Machine Learning Driven Material Defect Detection: Challenges, Solutions, and Future Prospects. - Jun Bai; Di Wu 050; Tristan Shelley; Peter Schubel; David Twine; John Russell; Xuesen Zeng; Ji Zhang 001 (CoRR, 2024)

Accelerating Maximal Bicliques Enumeration with GPU on large scale network. - Chunqi Wu; Jingdong Li; Zhao Li 007; Ji Zhang 001; Pan Tang (Future Gener. Comput. Syst., 2024)

A Blockchain-Based Trustworthy Access Control Scheme for Medical Data Sharing. - Canling Wang; Wei Wu; Fulong Chen 002; Hong Shu; Ji Zhang 001; Yuxuan Zhang; Taochun Wang; Dong Xie 005; Chuanxin Zhao (IET Inf. Secur., 2024)

Generous teacher: Good at distilling knowledge for student learning. - Yifeng Ding; Gaoming Yang; Shuting Yin; Ji Zhang 001; Xianjin Fang; Wencheng Yang (Image Vis. Comput., 2024)

CommGNAS: Unsupervised Graph Neural Architecture Search for Community Detection. - Jianliang Gao; Jiamin Chen; Babatounde Moctard Oloulade; Raeed Al-Sabri; Tengfei Lyu; Ji Zhang 001; Zhao Li 007 (IEEE Trans. Emerg. Top. Comput., 2024)

Movie recommendation and classification system using block chain. - Tamara Abdulmunim Abduljabbar; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Jianming Yong; Xujuan Zhou (Web Intell., 2024)

A graph-powered large-scale fraud detection system. - Zhao Li 007; Biao Wang; Jiaming Huang; Yilun Jin; Zenghui Xu; Ji Zhang 001; Jianliang Gao (Int. J. Mach. Learn. Cybern., 2024)

Pyramid style-attentional network for arbitrary style transfer. - Gaoming Yang; Shicheng Zhang; Xianjin Fang; Ji Zhang 001 (Multim. Tools Appl., 2024)

Incremental Maximal Clique Enumeration for Hybrid Edge Changes in Large Dynamic Graphs. - Ting Yu 004; Ting Jiang; Mohamed Jaward Bah; Chen Zhao; Hao Huang 001; Mengchi Liu; Shuigeng Zhou; Zhao Li 007; Ji Zhang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Discriminative boundary generation for effective outlier detection. - Ji Zhang 001; Qiliang Liang; Mohamed Jaward Bah; Hongzhou Li; Liang Chang 003; Rage Uday Kiran (Knowl. Inf. Syst., 2024)

Penalized Flow Hypergraph Local Clustering. - Hao Zhong; Yubo Zhang; Chenggang Yan 001; Zuxing Xuan; Ting Yu 004; Ji Zhang 001; Shihui Ying; Yue Gao 002 (IEEE Trans. Knowl. Data Eng., 2024)

ConIS: controllable text-driven image stylization with semantic intensity. - Gaoming Yang; Changgeng Li; Ji Zhang 001 (Multim. Syst., 2024)

Variate Associated Domain Adaptation for Unsupervised Multivariate Time Series Anomaly Detection. - Yifan He 005; Yatao Bian; Xi Ding; Bingzhe Wu; Jihong Guan; Ji Zhang 001; Shuigeng Zhou (ACM Trans. Knowl. Discov. Data, 2024)

Attribute Diversity Aware Community Detection on Attributed Graphs Using Three-View Graph Attention Neural Networks. - Yang Zhang 042; Ting Yu 004; Shengqiang Chi; Zhen Wang 037; Yue Gao 002; Ji Zhang 001; Tianshu Zhou (ACM Trans. Knowl. Discov. Data, 2024)

Class-Level Logit Perturbation. - Mengyang Li; Fengguang Su; Ou Wu; Ji Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation. - Zhen Wang 037; Yang Zhang 042; Yan Pang; Nannan Wang 001; Mohamed Jaward Bah; Ke Li 044; Ji Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

HAMAMBA: Hierarchical Adaptive Mixtures of Attention with Mamba for Robust Time Series Anomaly Detection. - Saisai Hu; Ji Zhang 001; Zhao Li 007; Liang Liao; Yuquan Gan; Rage Uday Kiran (ICIC (8), 2025)

eBaaS: AIoT-Enabled eBike Battery-Swap as a Service for Last-Mile Delivery. - Donghui Ding; Zhao Li 007; Jiarun Zhang; Xuanwu Liu; Ji Zhang 001; Yuchen Li 001; Peng Cai; JianXun Liu 001; Guodong Long (WWW, 2025)

SMFSwap: Student-aware multi-teacher knowledge distillation for fast face-swapping. - Yifeng Ding; Gaoming Yang; Shuting Yin; Ji Zhang 001; Xianjin Fang; Wencheng Yang (Neurocomputing, 2025)

Horizontal multi-party data publishing via discriminator regularization and adaptive noise under differential privacy. - Pengfei Zhang 010; Xiang Fang; Zhikun Zhang 001; Xianjin Fang; Yining Liu; Ji Zhang 001 (Inf. Fusion, 2025)

Few-shot learning-based human pose estimation model. - Josh Jia-Ching Ying; Yu-Hsuan Chen; Ji Zhang 001 (Inf. Sci., 2025)

Revealing the compactness of real samples via image reconstruction for deepfake detection. - Dongyu Han; Gaoming Yang; Ting Guo; Xiujun Wang; Ji Zhang 001 (J. Inf. Secur. Appl., 2025)

Enhancing learning process modeling for session-aware knowledge tracing. - Chunli Huang; Wenjun Jiang; Kenli Li 001; Jie Wu 001; Ji Zhang 001 (Knowl. Based Syst., 2025)

Maximizing Area Coverage in Privacy-Preserving Worker Recruitment: A Prior Knowledge-Enhanced Geo-Indistinguishable Approach. - Pengfei Zhang 010; Xiang Cheng 003; Zhikun Zhang 001; Youwen Zhu; Ji Zhang 001 (IEEE Trans. Inf. Forensics Secur., 2025)

LVAST: a lightweight vision transformer for effective arbitrary style transfer. - Gaoming Yang; Chenlong Yu; Xiujun Wang; Xianjin Fang; Ji Zhang 001 (J. Supercomput., 2025)

Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation. - Gaoming Yang; Yifeng Ding; Xianjin Fang; Ji Zhang 001; Yan Chu 001 (Vis. Comput., 2025)

XPUTimer: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale. - Weihao Cui; Ji Zhang 001; Han Zhao 005; Chao Liu 037; Wenhao Zhang; Jian Sha; Quan Chen 002; Bingsheng He; Minyi Guo (CoRR, 2025)

Exploiting optimized forgery representation space for general fake face detection. - Gaoming Yang; Bang Zuo; Xianjin Fang; Ji Zhang 001 (Pattern Anal. Appl., 2025)

Forecasting leading economic indicators in the US from financial news using multi-task learning. - Josh Jia-Ching Ying; Chia-Chen Liu; Vincent S. Tseng; Wenbin Zhang 002; Ji Zhang 001 (Soft Comput., 2025)

FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification. - Jun Bai; Rajib Rana; Di Wu 050; Youyang Qu; Xiaohui Tao 001; Ji Zhang 001 (CoRR, 2025)

Aspect-based Sentiment Analysis for COVID-19: A Heterogeneous Graph Convolutional Network Approach. - Linlin Hou; Wenhui Tu; Ting Yu 004; Ting Jiang; Mohamed Bah; Zenghui Xu; Yu Zhang 162; Gaoming Yang; Ji Zhang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2025)

Privacy-Preserving Recommendations With Mixture Model-Based Matrix Factorization Under Local Differential Privacy. - Pengfei Zhang 010; Hong Sun; Zhikun Zhang 001; Xiang Cheng 003; Youwen Zhu; Ji Zhang 001 (IEEE Trans. Ind. Informatics, 2025)

Casformer: Information Popularity Prediction With Adaptive Cascade Sampling and Graph Transformer in Social Networks. - Biao Wang; Zhao Li 007; Zenghui Xu; Ji Zhang 001 (IEEE Trans. Big Data, 2025)

A Comprehensive Survey on Machine Learning Driven Material Defect Detection. - Jun Bai; Di Wu 050; Tristan Shelley; Peter Schubel; David Twine; John Russell; Xuesen Zeng; Ji Zhang 001 (ACM Comput. Surv., 2025)