Xindong Wu

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 326

Top Venues

IEEE Trans. Knowl. Data Eng.

CoRR

ACM Trans. Knowl. Discov. Data

ICDM

Publications

Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu
Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Huiting Liu, Yu Zhang, Peipei Li, Cheng Qian, Peng Zhao, Xindong Wu
DeepCPR: Deep Path Reasoning Using Sequence of User-Preferred Attributes for Conversational Recommendation. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Xindong Wu
Representation learning: serial-autoencoder for personalized recommendation. Frontiers Comput. Sci. 18 (4) (2024)
Shaojing Sheng, Xianjie Guo, Kui Yu, Xindong Wu
Local causal structure learning with missing data. Expert Syst. Appl. 238 (Part A) (2024)
Dianlong You, Hongtao Wu, Jiale Liu, Huigui Yan, Chuan Ma, Zhen Chen, Xindong Wu
Continuous causal structure learning from incremental instances and feature spaces. Inf. Fusion 101 (2024)
Song Deng, Qianliang Li, Renjie Dai, Siming Wei, Di Wu, Yi He, Xindong Wu
A Chinese power text classification algorithm based on deep active learning. Appl. Soft Comput. 150 (2024)
Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Xindong Wu
Representation learning: serial-autoencoder for personalized recommendation. Frontiers Comput. Sci. 18 (4) (2024)
Lingfeng Zhong, Jia Wu, Qian Li, Hao Peng, Xindong Wu
A Comprehensive Survey on Automatic Knowledge Graph Construction. ACM Comput. Surv. 56 (4) (2024)
Shaojing Sheng, Zan Zhang, Peng Zhou, Xindong Wu
An effective algorithm for genealogical graph partitioning. Appl. Intell. 54 (2) (2024)
Dianlong You, Ruiqi Li, Shunpan Liang, Miaomiao Sun, Xinju Ou, Fuyong Yuan, Limin Shen, Xindong Wu
Online Causal Feature Selection for Streaming Features. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Ru Wang, Bingbing Dong, Tianyang Li, Meng Wu, Chenyang Bu, Xindong Wu
User Interaction-Aware Knowledge Graphs for Recommender Systems. DEXA (2) (2023)
Yuhong Zhang, Dan Lu, Chenyang Bu, Kui Yu, Xindong Wu
Cross-Knowledge Graph Relation Completion for Non-isomorphic Cross-lingual Entity Alignment. DMSVIVA (2023)
Yaojin Lin, Haoyang Liu, Hong Zhao, Qinghua Hu, Xingquan Zhu, Xindong Wu
Hierarchical Feature Selection Based on Label Distribution Learning. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Youxi Wu, Qian Hu, Yan Li, Lei Guo, Xingquan Zhu, Xindong Wu
OPP-Miner: Order-Preserving Sequential Pattern Mining for Time Series. IEEE Trans. Cybern. 53 (5) (2023)
Xindong Wu, Tingting Jiang, Yi Zhu, Chenyang Bu
1.A shorter version of this paper won the Best Paper Award at IEEE ICKG 2020 (the 11th IEEE International Conference on Knowledge Graph, ickg 2020.bigke.org). IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Xiaojian Liu, Yi Zhu, Xindong Wu
Joint user profiling with hierarchical attention networks. Frontiers Comput. Sci. 17 (3) (2023)
Huiting Liu, Yi Chen, Pei-Pei Li, Peng Zhao, Xindong Wu
Enhancing review-based user representation on learned social graph for recommendation. Knowl. Based Syst. 266 (2023)
Jiajing Zhu, Yongguo Liu, Chuanbiao Wen, Xindong Wu
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction : Extended Abstract. ICDE (2023)
Dianlong You, Jiawei Xiao, Yang Wang, Huigui Yan, Di Wu, Zhen Chen, Limin Shen, Xindong Wu
Online Learning From Incomplete and Imbalanced Data Streams. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Gongqing Wu, Zhenya Lu, Xingrui Zhuo, Xianyu Bao, Xindong Wu
Semantic Fusion Enhanced Event Detection via Multi-Graph Attention Network with Skip Connection. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Lei Li, Mengjiao Yan, Zhenchao Tao, Huanhuan Chen, Xindong Wu
Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Changqin Huang, Ming Li, Feilong Cao, Hamido Fujita, Zhao Li, Xindong Wu
Are Graph Convolutional Networks With Random Weights Feasible? IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Yi He, Christian Schreckenberger, Heiner Stuckenschmidt, Xindong Wu
Towards Utilitarian Online Learning - A Review of Online Algorithms in Open Feature Space. IJCAI (2023)
Dianlong You, Shina Niu, Siqi Dong, Huigui Yan, Zhen Chen, Di Wu, Limin Shen, Xindong Wu
Counterfactual explanation generation with minimal feature boundary. Inf. Sci. 625 (2023)
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
Unifying Large Language Models and Knowledge Graphs: A Roadmap. CoRR (2023)
Zexian Xie, Peipei Li, Jinling Jiang, Xindong Wu
Semi-supervised Multi-Label Learning with Missing Labels via Correlation Information. IJCNN (2023)
Linyao Yang, Hongyang Chen, Zhao Li, Xiao Ding, Xindong Wu
ChatGPT is not Enough: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling. CoRR (2023)
Youxi Wu, Yufei Meng, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
Top-k contrast order-preserving pattern mining for time series classification. CoRR (2023)
Song Deng, Jiantang Zhang, Di Wu, Yi He, Xiangpeng Xie, Xindong Wu
A Quantitative Risk Assessment Model for Distribution Cyber-Physical System Under Cyberattack. IEEE Trans. Ind. Informatics 19 (3) (2023)
Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu
Fair Causal Feature Selection. CoRR (2023)
Peng Zhou, Ni Wang, Shu Zhao, Yanping Zhang, Xindong Wu
Difficult Novel Class Detection in Semisupervised Streaming Data. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Zan Zhang, Lin Liu, Jiuyong Li, Xindong Wu
Integrating Global and Local Feature Selection for Multi-Label Learning. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Meng Geng, Youxi Wu, Yan Li, Jing Liu, Philippe Fournier-Viger, Xingquan Zhu, Xindong Wu
Repetitive nonoverlapping sequential pattern mining. CoRR (2023)
Ming Li, Lin Zhang, Lixin Cui, Lu Bai, Zhao Li, Xindong Wu
BLoG: Bootstrapped graph representation learning with local and global regularization for recommendation. Pattern Recognit. 144 (2023)
Gongqing Wu, Xingrui Zhuo, Liangzhu Zhou, Xianyu Bao, Richang Hong, Xindong Wu
TIRA: Truth Inference via Reliability Aggregation on Object-Source Graph. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Yi Zhu, Xindong Wu, Yun Li, Jipeng Qiang, Yunhao Yuan
Self-Adaptive Imbalanced Domain Adaptation With Deep Sparse Autoencoder. IEEE Trans. Artif. Intell. 4 (5) (2023)
Dianlong You, Siqi Dong, Shina Niu, Huigui Yan, Zhen Chen, Shunfu Jin, Di Wu, Xindong Wu
Local causal structure learning for streaming features. Inf. Sci. 647 (2023)
Gongqing Wu, Liangzhu Zhou, Jiazhu Xia, Lei Li, Xianyu Bao, Xindong Wu
Crowdsourcing Truth Inference Based on Label Confidence Clustering. ACM Trans. Knowl. Discov. Data 17 (4) (2023)
Zhaolong Ling, Ying Li, Yiwen Zhang, Kui Yu, Peng Zhou, Bo Li, Xindong Wu
A Light Causal Feature Selection Approach to High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Xin Jiang, Zhengxin Yu, Chao Hai, Hongbo Liu, Xindong Wu, Tomás Ward
DNformer: Temporal Link Prediction with Transfer Learning in Dynamic Networks. ACM Trans. Knowl. Discov. Data 17 (3) (2023)
Xiaoyu Zhu, Chenyang Bu, Bingbing Dong, Shengwei Ji, Yi He, Xindong Wu
IKGN: Intention-aware Knowledge Graph Network for POI Recommendation. ICDM (2023)
Huiting Liu, Kun Cai, Peipei Li, Cheng Qian, Peng Zhao, Xindong Wu
REDRL: A review-enhanced Deep Reinforcement Learning model for interactive recommendation. Expert Syst. Appl. 213 (Part) (2023)
Lingfeng Zhong, Jia Wu, Qian Li, Hao Peng, Xindong Wu
A Comprehensive Survey on Automatic Knowledge Graph Construction. CoRR (2023)
Yan Li, Chang Zhang, Jie Li, Wei Song, Zhenlian Qi, Youxi Wu, Xindong Wu
MCoR-Miner: Maximal Co-Occurrence Nonoverlapping Sequential Rule Mining. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Huiting Liu, Lei Wang, Peipei Li, Cheng Qian, Peng Zhao, Xindong Wu
Relation-propagation meta-learning on an explicit preference graph for cold-start recommendation. Knowl. Based Syst. 272 (2023)
Xiaojun Xue, Chunxia Zhang, Zhendong Niu, Xindong Wu
Multi-Level Attention Map Network for Multimodal Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Jipeng Qiang, Feng Zhang, Yun Li, Yunhao Yuan, Yi Zhu, Xindong Wu
Unsupervised statistical text simplification using pre-trained language modeling for initialization. Frontiers Comput. Sci. 17 (1) (2023)
Zhaolong Ling, Bo Li, Yiwen Zhang, Qingren Wang, Kui Yu, Xindong Wu
Causal Feature Selection With Efficient Spouses Discovery. IEEE Trans. Big Data 9 (2) (2023)
Xindong Wu, Xingquan Zhu, Elena Baralis, Ruqian Lu, Vipin Kumar, Leszek Rutkowski, Jie Tang
On Computing Paradigms - Where Will Large Language Models Be Going. ICDM (2023)
Youxi Wu, Mingjie Chen, Yan Li, Jing Liu, Zhao Li, Jinyan Li, Xindong Wu
ONP-Miner: One-off Negative Sequential Pattern Mining. ACM Trans. Knowl. Discov. Data 17 (3) (2023)
Fei Huang, Yi Deng, Chen Zhang, Menghao Guo, Kai Zhan, Shanxin Sun, Jinling Jiang, Zeyi Sun, Xindong Wu
KOSA: KO Enhanced Salary Analytics based on Knowledge Graph and LLM Capabilities. ICDM (Workshops) (2023)
Jipeng Qiang, Shiyu Zhu, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu
Natural language watermarking via paraphraser-based lexical substitution. Artif. Intell. 317 (2023)
Lei Li, Zhiyuan Liu, Zan Zhang, Huanhuan Chen, Xindong Wu
Three-way Preference Completion via Preference Graph. ACM Trans. Knowl. Discov. Data 17 (6) (2023)
Gongqing Wu, Xingrui Zhuo, Xianyu Bao, Xuegang Hu, Richang Hong, Xindong Wu
Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph Embedding. ACM Trans. Knowl. Discov. Data 17 (5) (2023)
Youxi Wu, Xiaoqian Zhao, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
OPR-Miner: Order-Preserving Rule Mining for Time Series. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Dianlong You, Yang Wang, Jiawei Xiao, Yaojin Lin, Maosheng Pan, Zhen Chen, Limin Shen, Xindong Wu
Online Multi-Label Streaming Feature Selection With Label Correlation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Yi Zhu, Xindong Wu, Jipeng Qiang, Yunhao Yuan, Yun Li
Representation learning via an integrated autoencoder for unsupervised domain adaptation. Frontiers Comput. Sci. 17 (5) (2023)
Ahmed Abdeen Hamed, Xindong Wu
Improving Detection of ChatGPT-Generated Fake Science Using Real Publication Text: Introducing xFakeBibs a Supervised-Learning Network Algorithm. CoRR (2023)
Pei-Pei Li, Haixiang Zhang, Xuegang Hu, Xindong Wu
High-Dimensional Multi-Label Data Stream Classification With Concept Drifting Detection. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Xin Zhang, Chunxia Zhang, Jingtao Guo, Cheng Peng, Zhendong Niu, Xindong Wu
Graph attention network with dynamic representation of relations for knowledge graph completion. Expert Syst. Appl. 219 (2023)
Zan Zhang, Zhe Zhang, Jialu Yao, Lin Liu, Jiuyong Li, Gongqing Wu, Xindong Wu
Multi-Label Feature Selection Via Adaptive Label Correlation Estimation. ACM Trans. Knowl. Discov. Data 17 (9) (2023)
Yuhong Zhang, Jianqing Wu, Kui Yu, Xindong Wu
Independent Relation Representation With Line Graph for Cross-Lingual Entity Alignment. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Yutong Qu, Wei Emma Zhang, Jian Yang, Lingfei Wu, Jia Wu, Xindong Wu
Embedding Knowledge for Document Summarization: A Survey. CoRR (2022)
Youxi Wu, Zhu Yuan, Yan Li, Lei Guo, Philippe Fournier-Viger, Xindong Wu
NWP-Miner: Nonoverlapping weak-gap sequential pattern mining. Inf. Sci. 588 (2022)
Yuling Li, Kui Yu, Yuhong Zhang, Xindong Wu
Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion. CoRR (2022)
Yuehua Wang, Youxi Wu, Yan Li, Fang Yao, Philippe Fournier-Viger, Xindong Wu
Self-adaptive nonoverlapping sequential pattern mining. Appl. Intell. 52 (6) (2022)
Shuai Yang, Kui Yu, Fuyuan Cao, Hao Wang, Xindong Wu
Dual-Representation-Based Autoencoder for Domain Adaptation. IEEE Trans. Cybern. 52 (8) (2022)
Chenyang Bu, Jiawei Zhang, Xingchen Yu, Le Wu, Xindong Wu
Which Companies are Likely to Invest: Knowledge-graph-based Recommendation for Investment Promotion. ICDM (2022)
Tingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu
Combining embedding-based and symbol-based methods for entity alignment. Pattern Recognit. 124 (2022)
Yan Li, Shuai Zhang, Lei Guo, Jing Liu, Youxi Wu, Xindong Wu
NetNMSP: Nonoverlapping maximal sequential pattern mining. Appl. Intell. 52 (9) (2022)
Shuai Yang, Hao Wang, Kui Yu, Fuyuan Cao, Xindong Wu
Towards Efficient Local Causal Structure Learning. IEEE Trans. Big Data 8 (6) (2022)
Xiulin Zheng, Pei-Pei Li, Xindong Wu
Data Stream Classification Based on Extreme Learning Machine: A Review. Big Data Res. 30 (2022)
Youxi Wu, Bojing Jian, Yan Li, He Jiang, Xindong Wu
NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching. Intell. Data Anal. 26 (6) (2022)
Jiajing Zhu, Yongguo Liu, Chuanbiao Wen, Xindong Wu
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Xindong Wu, Hao Chen, Chenyang Bu, Shengwei Ji, Zan Zhang, Victor S. Sheng
HUSS: A Heuristic Method for Understanding the Semantic Structure of Spreadsheets. ICKG (2022)
Youxi Wu, Mingjie Chen, Yan Li, Jing Liu, Zhao Li, Jinyan Li, Xindong Wu
One-off Negative Sequential Pattern Mining. CoRR (2022)
Bingbing Dong, Zan Zhang, Jiao Li, Yi Zhu, Chenyang Bu, Xindong Wu
Hypernode: Entity Fusion for Data Traceability and Link Prediction. ICDM (2022)
Lei Li, Lan Jiang, Chenyang Bu, Yi Zhu, Xindong Wu
Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in Big Graph. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
He Li, Jianbin Huang, Hang Yuan, Jiangtao Cui, Xiaoke Ma, Shaojie Qiao, Xindong Wu
A Two-Phase Method to Balance the Result of Distributed Graph Repartitioning. IEEE Trans. Big Data 8 (6) (2022)
Jipeng Qiang, Yang Li, Chaowei Zhang, Yun Li, Yunhao Yuan, Yi Zhu, Xindong Wu
Chinese Idiom Paraphrasing. CoRR (2022)
Huiting Liu, Qian Liu, Peipei Li, Peng Zhao, Xindong Wu
A deep selective learning network for cross-domain recommendation. Appl. Soft Comput. 125 (2022)
Youxi Wu, Qian Hu, Yan Li, Lei Guo, Xingquan Zhu, Xindong Wu
OPP-Miner: Order-preserving sequential pattern mining. CoRR (2022)
Fei Jie, Chunpai Wang, Feng Chen, Lei Li, Xindong Wu
Block-Structured Optimization for Subgraph Detection in Interdependent Networks. CoRR (2022)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Zhi Chen, Xindong Wu
Adaptive Regularized Multiattribute Fuzzy Distance Learning for Predicting Adverse Drug-Drug Interaction. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Xindong Wu, Xingquan Zhu, Minghui Wu
The Evolution of Search: Three Computing Paradigms. ACM Trans. Manag. Inf. Syst. 13 (2) (2022)
Zhaolong Ling, Kui Yu, Lin Liu, Jiuyong Li, Yiwen Zhang, Xindong Wu
PSL: An Algorithm for Partial Bayesian Network Structure Learning. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Youxi Wu, Xiaoqian Zhao, Yan Li, Lei Guo, Xingquan Zhu, Philippe Fournier-Viger, Xindong Wu
OPR-Miner: Order-preserving rule mining for time series. CoRR (2022)
Yi Zhu, Xindong Wu, Jipeng Qiang, Xuegang Hu, Yuhong Zhang, Pei-Pei Li
Representation learning with deep sparse auto-encoder for multi-task learning. Pattern Recognit. 129 (2022)
Jipeng Qiang, Zhenyu Qian, Yun Li, Yunhao Yuan, Xindong Wu
Short Text Topic Modeling Techniques, Applications, and Performance: A Survey. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Peng Zhou, Yunyun Zhang, Peipei Li, Xindong Wu
General assembly framework for online streaming feature selection via Rough Set models. Expert Syst. Appl. 204 (2022)
Youxi Wu, Xiaohui Wang, Yan Li, Lei Guo, Zhao Li, Ji Zhang, Xindong Wu
OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining. ACM Trans. Manag. Inf. Syst. 13 (3) (2022)
Guliu Liu, Lei Li, Guanfeng Liu, Xindong Wu
Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Meng Wang, Weijie Fu, Xiangnan He, Shijie Hao, Xindong Wu
A Survey on Large-Scale Machine Learning. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Yan Li, Lei Yu, Jing Liu, Lei Guo, Youxi Wu, Xindong Wu
NetDPO: (delta, gamma)-approximate pattern matching with gap constraints under one-off condition. Appl. Intell. 52 (11) (2022)
Youxi Wu, Yuehua Wang, Yan Li, Xingquan Zhu, Xindong Wu
Top-k Self-Adaptive Contrast Sequential Pattern Mining. IEEE Trans. Cybern. 52 (11) (2022)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Zhi Chen, Xindong Wu
Multi-Attribute Discriminative Representation Learning for Prediction of Adverse Drug-Drug Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Peng Zhou, Shu Zhao, Yuan-Ting Yan, Xindong Wu
Online Scalable Streaming Feature Selection via Dynamic Decision. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Dianlong You, Miaomiao Sun, Shunpan Liang, Ruiqi Li, Yang Wang, Jiawei Xiao, Fuyong Yuan, Limin Shen, Xindong Wu
Online feature selection for multi-source streaming features. Inf. Sci. 590 (2022)
Pengfei Ma, Youxi Wu, Yan Li, Lei Guo, He Jiang, Xingquan Zhu, Xindong Wu
Deep Forest with Hashing Screening and Window Screening. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xindong Wu