Xindong Wu

41.5k total citations · 14 hit papers
655 papers, 28.3k citations indexed

About

Xindong Wu is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Xindong Wu has authored 655 papers receiving a total of 28.3k indexed citations (citations by other indexed papers that have themselves been cited), including 449 papers in Artificial Intelligence, 219 papers in Information Systems and 147 papers in Computer Vision and Pattern Recognition. Recurrent topics in Xindong Wu's work include Data Mining Algorithms and Applications (117 papers), Machine Learning and Data Classification (87 papers) and Data Stream Mining Techniques (76 papers). Xindong Wu is often cited by papers focused on Data Mining Algorithms and Applications (117 papers), Machine Learning and Data Classification (87 papers) and Data Stream Mining Techniques (76 papers). Xindong Wu collaborates with scholars based in China, United States and Australia. Xindong Wu's co-authors include Xingquan Zhu, Zhong‐Qiu Zhao, Peng Zheng, Xuelong Li, Wei Ding, Qiang Yang, Stephen J. Maybank, Gongqing Wu, Dacheng Tao and Chengqi Zhang and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Xindong Wu

621 papers receiving 27.1k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Top 10 algorithms in data mining

2007 3.9k citations Xindong Wu et al. profile →
Object Detection With Deep Learning: A Review

2019 3.5k citations Xindong Wu et al. profile →
Data mining with big data

2013 1.6k citations Xindong Wu, Gongqing Wu et al. profile →
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

2007 898 citations Xindong Wu et al. profile →
Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

2006 688 citations Xindong Wu et al. profile →
Class Noise vs. Attribute Noise: A Quantitative Study

2004 593 citations Xindong Wu et al. profile →
10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH

2006 588 citations Xindong Wu et al. profile →
Geometric Mean for Subspace Selection

2009 491 citations Xindong Wu et al. profile →
Unifying Large Language Models and Knowledge Graphs: A Roadmap

2024 373 citations Xindong Wu et al. profile →
Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

2012 357 citations Xindong Wu et al. profile →
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

2016 292 citations Xindong Wu et al. profile →
On Deep Learning for Trust-Aware Recommendations in Social Networks

2016 236 citations Xindong Wu et al. profile →
BLoG: Bootstrapped graph representation learning with local and global regularization for recommendation

2023 80 citations Ming Li, Lin Zhang et al. Pattern Recognition profile →
Give us the Facts: Enhancing Large Language Models With Knowledge Graphs for Fact-Aware Language Modeling

2024 69 citations Zhao Li, Xindong Wu et al. profile →

Peers

Countries citing papers authored by Xindong Wu

Since Specialization

Citations

This map shows the geographic impact of Xindong Wu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xindong Wu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xindong Wu more than expected).

Fields of papers citing papers by Xindong Wu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xindong Wu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xindong Wu. The network helps show where Xindong Wu may publish in the future.

Co-authorship network of co-authors of Xindong Wu

This figure shows the co-authorship network connecting the top 25 collaborators of Xindong Wu. A scholar is included among the top collaborators of Xindong Wu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xindong Wu. Xindong Wu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Generative-Contrastive Heterogeneous Graph Neural Network 2025 ·IEEE Transactions on Big Data ·(unknown), (unknown), (unknown), Yiwen Zhang, Xindong Wu	2
2	Query-Driven Multimodal GraphRAG: Dynamic Local Knowledge Graph Construction for Online Reasoning 2025 ·Chenyang Bu, (unknown), Zihao Chen, Cuong Dang, Zhize Wu, Yi He, Xindong Wu	0
3	Online Learning from Mix-typed, Drifted, and Incomplete Streaming Features 2025 ·ACM Transactions on Knowledge Discovery from Data ·(unknown), Di Wu, Yi He, Shuqiang Huang, Xindong Wu	0
4	Online learning from incomplete data streams with partial labels for multi-classification 2024 ·Information Sciences ·(unknown), (unknown), (unknown), Dianlong You, (unknown), Zhen Chen, (unknown), Shunfu Jin, Xindong Wu	2
5	Explainable feature selection and ensemble classification via feature polarity 2024 ·Information Sciences ·Peng Zhou, (unknown), Yuanting Yan, Shu Zhao, Xindong Wu	2
6	Short text classification with Soft Knowledgeable Prompt-tuning 2024 ·Expert Systems with Applications ·Yi Zhu, (unknown), (unknown), Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu	4
7	Clickbait Detection via Prompt-Tuning With Titles Only 2024 ·IEEE Transactions on Emerging Topics in Computational Intelligence ·(unknown), Yi Zhu, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu	1
8	Concept Evolution Detecting over Feature Streams 2024 ·ACM Transactions on Knowledge Discovery from Data ·Peng Zhou, (unknown), (unknown), Yuanting Yan, Yanping Zhang, Xindong Wu	0
9	Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder 2024 ·ACM Transactions on Knowledge Discovery from Data ·Shifei Ding, (unknown), Ling Ding, (unknown), Lili Guo, (unknown), Xindong Wu	0
10	BLoG: Bootstrapped graph representation learning with local and global regularization for recommendation breakdown → 2023 ·Pattern Recognition ·Ming Li, Lin Zhang, Lixin Cui, Lu Bai, Zhao Li, Xindong Wu	80
11	Natural language watermarking via paraphraser-based lexical substitution 2023 ·Artificial Intelligence ·Jipeng Qiang, (unknown), Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu	16
12	A Chinese power text classification algorithm based on deep active learning 2023 ·Applied Soft Computing ·Song Deng, (unknown), (unknown), Siming Wei, Di Wu, Yi He, Xindong Wu	3
13	Local causal structure learning for streaming features 2023 ·Information Sciences ·Dianlong You, Siqi Dong, (unknown), (unknown), Zhen Chen, Shunfu Jin, Di Wu, Xindong Wu	6
14	Representation learning: serial-autoencoder for personalized recommendation 2023 ·Frontiers of Computer Science ·Yi Zhu, (unknown), Yun Li, Jipeng Qiang, Xindong Wu	5
15	Cross-Knowledge Graph Relation Completion for Non-isomorphic Cross‐lingual Entity Alignment 2023 ·Yuhong Zhang, Dan Lu, Chenyang Bu, Kui Yu, Xindong Wu	1
16	Graph attention network with dynamic representation of relations for knowledge graph completion 2023 ·Expert Systems with Applications ·(unknown), Chunxia Zhang, (unknown), (unknown), Zhendong Niu, Xindong Wu	33
17	BLCA prognostic model creation and validation based on immune gene-metabolic gene combination 2023 ·Discover Oncology ·(unknown), (unknown), Xianhong Liu, Weiyi Li, (unknown), (unknown), Xindong Wu, Chun Li, (unknown), Hexi Du	1
18	Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph Embedding 2022 ·ACM Transactions on Knowledge Discovery from Data ·Gongqing Wu, (unknown), (unknown), Xuegang Hu, Richang Hong, Xindong Wu	2
19	An Incremental Decision Tree for Mining Multilabel Data 2015 ·Applied Artificial Intelligence ·Peipei Li, Xindong Wu, Xuegang Hu, Hao Wang	3
20	[Impact of mesenchymal stem cells transplantation on myocardial myocardin-related transcription factor-A and bcl-2 expression in rats with experimental myocardial infarction]. 2015 ·PubMed ·(unknown), (unknown), (unknown), Jun Jiang, Xindong Wu, Xiang Peng, (unknown)	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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