Wu, Xindong

Top 10 algorithms in data mining

Wu, X., Kumar, V., Ross Quinlan, J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G. J., Ng, A., Liu, B., Yu, P. S., et al. (2008) · Knowledge and Information Systems

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 5,667

Object Detection With Deep Learning: A Review

Zhao, Z.-Q., Zheng, P., Xu, S.-T., & Wu, X. (2019) · IEEE Transactions on Neural Networks and Learning Systems

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 5,545

Data mining with big data

Wu, X., Zhu, X., Wu, G.-Q., & Ding, W. (2014) · IEEE Transactions on Knowledge and Data Engineering

Big Data Technologies and ApplicationsInformation Retrieval and Data Mining

Cited by 2,410

Unifying Large Language Models and Knowledge Graphs: A Roadmap

Pan, S., Luo, L., Wang, Y., Chen, C., Wang, J., & Wu, X. (2024) · IEEE Transactions on Knowledge and Data Engineering

Topic ModelingAdvanced Graph Neural Networks

Cited by 1,376

Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling

Yang, L., Chen, H., Li, Z., Ding, X., & Wu, X. (2023) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 239

Give us the Facts: Enhancing Large Language Models With Knowledge Graphs for Fact-Aware Language Modeling

Yang, L., Chen, H., Li, Z., Ding, X., & Wu, X. (2024) · IEEE Transactions on Knowledge and Data Engineering

Topic ModelingMultimodal Machine Learning Applications

Cited by 238

Learning from crowdsourced labeled data: a survey

Zhang, J., Wu, X., & Sheng, V. S. (2016) · Artificial Intelligence Review

Mobile Crowdsensing and CrowdsourcingMachine Learning and Data Classification

Cited by 203

A survey on online feature selection with streaming features

Hu, X., Zhou, P., Li, P., Wang, J., & Wu, X. (2018) · Frontiers of Computer Science

Statistical Methods and InferenceData Stream Mining Techniques

Cited by 88

Safeguarding authenticity for mitigating the harms of generative AI: Issues, research agenda, and policies for detection, fact-checking, and ethical AI

Hamed, A. A., Zachara-Szymanska, M., & Wu, X. (2024) · iScience

Misinformation and Its ImpactsEthics and Social Impacts of AI

Cited by 38