Yu, Philip S.

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

A Survey on Evaluation of Large Language Models

Chang, Y., Wang, X., Wang, J., Wu, Y., Yang, L., Zhu, K., Chen, H., Yi, X., Wang, C., Wang, Y., et al. (2024) · ACM Transactions on Intelligent Systems and Technology

Topic ModelingNatural Language Processing Techniques

Cited by 4,254

Heterogeneous Graph Attention Network

Wang, X., Ji, H., Shi, C., Wang, B., Ye, Y., Cui, P., & Yu, P. S. (2019) · The World Wide Web Conference

Advanced Graph Neural NetworksGraph Theory and Algorithms

Cited by 3,191

A Survey on Evaluation of Large Language Models

Chang, Y., Wang, X., Wang, J., Wu, Y., Yang, L., Zhu, K., Chen, H., Yi, X., Wang, C., Wang, Y., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 3,159

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Ji, S., Pan, S., Cambria, E., Marttinen, P., & Yu, P. S. (2022) · IEEE Transactions on Neural Networks and Learning Systems

Advanced Graph Neural NetworksTopic Modeling

Cited by 2,947

Transfer Feature Learning with Joint Distribution Adaptation

Long, M., Wang, J., Ding, G., Sun, J., & Yu, P. S. (2013) · 2013 IEEE International Conference on Computer Vision

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 2,071

Privacy-preserving data publishing: A survey of recent developments

Fung, B. C. M., Wang, K., Chen, R., & Yu, P. S. (2010) · ACM Computing Surveys

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 1,704

A new method to measure the semantic similarity of GO terms

Wang, J. Z., Du, Z., Payattakool, R., Yu, P. S., & Chen, C.-F. (2007) · Bioinformatics

Bioinformatics and Genomic NetworksBiomedical Text Mining and Ontologies

Cited by 1,377

Generalizing to unseen domains: A survey on domain generalization

Wang, J., Lan, C., Liu, C., Ouyang, Y., Qin, T., Lu, W., Chen, Y., Zeng, W., & Yu, P. (2022) · IEEE Transactions on Knowledge and Data Engineering

Domain Adaptation and Few-Shot LearningReinforcement Learning in Robotics

Cited by 1,046

HashNet: Deep Learning to Hash by Continuation

Cao, Z., Long, M., Wang, J., & Yu, P. S. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 777

PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning

Wang, Y., Wu, H., Zhang, J., Gao, Z., Wang, J., Yu, P. S., & Long, M. (2023) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Generative Adversarial Networks and Image SynthesisAdvanced Neural Network Applications

Cited by 677

A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT

Zhou, C., Li, Q., Li, C., Yu, J., Liu, Y., Wang, G., Zhang, K., Ji, C., Yan, Q., He, L., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 574

Privacy and Robustness in Federated Learning: Attacks and Defenses

Lyu, L., Yu, H., Ma, X., Chen, C., Sun, L., Zhao, J., Yang, Q., & Yu, P. S. (2024) · IEEE Transactions on Neural Networks and Learning Systems

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 548

A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Cao, Y., Li, S., Liu, Y., Yan, Z., Dai, Y., Yu, P. S., & Sun, L. (2023) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 463

GPLAG: detection of software plagiarism by program dependence graph analysis

Liu, C., Chen, C., Han, J., & Yu, P. S. (2006) · Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Software Engineering ResearchAcademic integrity and plagiarism

Cited by 422

TrustLLM: Trustworthiness in Large Language Models

Huang, Y., Sun, L., Wang, H., Wu, S., Zhang, Q., Li, Y., Gao, C., Huang, Y., Lyu, W., Zhang, Y., et al. (2024) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 256

Data science and AI in FinTech: an overview

Cao, L., Yang, Q., & Yu, P. S. (2021) · International Journal of Data Science and Analytics

FinTech, Crowdfunding, Digital FinanceDigital Transformation in Financial Services

Cited by 238

Deep learning of transferable representation for scalable domain adaptation

Long, M., Wang, J., Cao, Y., Sun, J., & Yu, P. S. (2016) · IEEE Transactions on Knowledge and Data Engineering

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 191

Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud

Wang, J., Zhang, J., Bao, W., Zhu, X., Cao, B., & Yu, P. S. (2018) · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Privacy-Preserving Technologies in DataCloud Data Security Solutions

Cited by 188

Anonymizing transaction databases for publication

Xu, Y., Wang, K., Fu, A. W.-C., & Yu, P. S. (2008) · Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Privacy-Preserving Technologies in DataInternet Traffic Analysis and Secure E-voting

Cited by 187

Deep Recursive Network Embedding with Regular Equivalence

Tu, K., Cui, P., Wang, X., Yu, P. S., & Zhu, W. (2018) · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Advanced Graph Neural NetworksComplex Network Analysis Techniques

Cited by 179

Machine Unlearning: A Survey

Xu, H., Zhu, T., Zhang, L., Zhou, W., & Yu, P. S. (2024) · ACM Computing Surveys

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 164

DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection

Cao, B., Zheng, L., Zhang, C., Yu, P. S., Piscitello, A., Zulueta, J., Ajilore, O., Ryan, K., & Leow, A. D. (2017) · Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Emotion and Mood RecognitionMental Health via Writing

Cited by 145

A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability

Liu, A., Hu, X., Wen, L., & Yu, P. S. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 129