Markov Blanket Feature Selection with Non-faithful Data Distributions. - Kui Yu; Xindong Wu 001; Zan Zhang 002; Yang Mu; Hao Wang 008; Wei Ding 003 (ICDM, 2013)

Core Network Based Multi-label Classification in Large-Scale Social Network Environments. - Zan Zhang 002; Hao Wang 008; Lei Li 002; Guanfeng Liu 001 (ICDM Workshops, 2015)

Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based? - Zan Zhang 002; Jiuyong Li; Hao Wang 008; Lin Liu 003; Jixue Liu (WISE (1), 2018)

Multi-label relational classification via node and label correlation. - Zan Zhang 002; Hao Wang 008; Lin Liu 003; Jiuyong Li (Neurocomputing, 2018)

Collective behavior learning by differentiating personal preference from peer influence. - Zan Zhang 002; Lin Liu 003; Hao Wang 008; Jiuyong Li; Daning Hu; Jiaqi Yan; René Algesheimer; Markus Meierer (Knowl. Based Syst., 2018)

Subject Event Extraction from Chinese Court Verdict Case via Frame-filling. - Gongqing Wu; Shengjie Hu; Yinghuan Wang; Zan Zhang 002; Xianyu Bao (ICKG, 2020)

Multi-fuzzy-objective graph pattern matching in big graph environments with reliability, trust and social relationship. - Lei Li 002; Fang Zhang; Zan Zhang 002; Peipei Li 001; Chenyang Bu (World Wide Web, 2020)

MTSC-GE: A Novel Graph based Method for Multivariate Time Series Clustering. - Ze Yang; Changyang Tai; Gongqing Wu; Zan Zhang 002; Xianyu Bao (ICBK, 2021)

Research on Crowdsourcing Truth Inference Method Based on Graph Embedding. - Liangzhu Zhou; Xingrui Zhuo; Gongqing Wu; Zan Zhang 002; Xianyu Bao (ICBK, 2021)

Label Enhanced Event Detection with Collective Knowledge and Heterogeneous Graph. - Gongqing Wu; Zhenya Lu; Zhuochun Miao; Xingrui Zhuo; Zan Zhang 002 (ICKG, 2022)

Hypernode: Entity Fusion for Data Traceability and Link Prediction. - Bingbing Dong; Zan Zhang 002; Jiao Li; Yi Zhu 006; Chenyang Bu; Xindong Wu 001 (ICDM, 2022)

Fuzzy-Constrained Graph Pattern Matching in Medical Knowledge Graphs. - Lei Li 002; Xun Du; Zan Zhang 002; Zhenchao Tao (Data Intell., 2022)

Certainty-based Preference Completion. - Lei Li 002; Minghe Xue; Zan Zhang 002; Huanhuan Chen; Xindong Wu 001 (Data Intell., 2022)

Label Enhanced Graph Attention Network for Truth Inference. - Ningjing Zhao; Xingrui Zhuo; Gongqing Wu; Zan Zhang 002 (ICANN (4), 2023)

Multi-Label classification with Missing Labels by Preserving Feature-Label Space Consistency. - Zan Zhang 002; Depeng Zhang; Gongqing Wu (ICKG, 2023)

Multivariate Time Series Classification via Hierarchical Graph Embedding. - Wenhao Niu; Xingrui Zhuo; Gongqing Wu; Junwei Lv; Zan Zhang 002; Chenyang Bu (IJCNN, 2023)

HUSS: A Heuristic Method for Understanding the Semantic Structure of Spreadsheets. - Xindong Wu 001; Hao Chen; Chenyang Bu; Shengwei Ji; Zan Zhang 002; Victor S. Sheng (Data Intell., 2023)

Semi-Supervised Event Extraction Incorporated With Topic Event Frame. - Gongqing Wu; Zhuochun Miao; Shengjie Hu; Yinghuan Wang; Zan Zhang 002; Xianyu Bao (J. Database Manag., 2023)

Integrating Global and Local Feature Selection for Multi-Label Learning. - Zan Zhang 002; Lin Liu 003; Jiuyong Li; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2023)

Three-way Preference Completion via Preference Graph. - Lei Li 002; Zhiyuan Liu; Zan Zhang 002; Huanhuan Chen; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2023)

Multi-Label Feature Selection Via Adaptive Label Correlation Estimation. - Zan Zhang 002; Zhe Zhang; Jialu Yao; Lin Liu 003; Jiuyong Li; Gongqing Wu; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2023)

Feature Enhancement for Multi-modal Entity Alignment Transformer. - Zewen Deng; Zan Zhang 002; Bingbing Dong; Xiulin Zheng; Xindong Wu 001 (ICKG, 2024)

Dynamic Parameter Estimation for Mixtures of Plackett-Luce Models. - Aling Liao; Zan Zhang 002; Chenyang Bu; Lei Li 002 (IIP (2), 2024)

An effective algorithm for genealogical graph partitioning. - Shaojing Sheng; Zan Zhang 002; Peng Zhou 006; Xindong Wu 001 (Appl. Intell., 2024)

Partial Label Feature Selection: An Adaptive Approach. - Zan Zhang 002; Jialu Yao; Lin Liu 003; Jiuyong Li; Lei Li 002; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Multicomponent Similarity Graphs for Cross-Network Node Classification. - Yuhong Zhang 002; Congmei Shi; Xinzheng Li; Zan Zhang 002; Xuegang Hu (IEEE Trans. Artif. Intell., 2024)

Fuzzy Ranking-Based Preference Completion via Graph Pattern Matching and Rematching. - Lei Li 002; Pan Liu; Chenyang Bu; Zan Zhang 002; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Geometric-Contextual Mutual Infomax Path Aggregation for Relation Reasoning on Knowledge Graph. - Xingrui Zhuo; Gongqing Wu; Zan Zhang 002; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Edge-level multi-constranint graph pattern matching with lung cancer knowledge graph. - Houdie Tu; Lei Li 002; Zhenchao Tao; Zan Zhang 002 (Frontiers Big Data, 2025)

A Relation-Constraint Link Prediction Model for Dynamic Knowledge Graphs with Entity Drift. - Xiulin Zheng; Pei-Pei Li 001; Zan Zhang 002; Jia Wu 001; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2025)

Learning embedded label-specific features for partial multi-label learning. - Xiaohan Xu; Hao Wang 008; Jialu Yao; Zan Zhang 002 (Pattern Recognit., 2026)