Cui, Peng

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

Structural Deep Network Embedding

Wang, D., Cui, P., & Zhu, W. (2016) · Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Advanced Graph Neural NetworksComplex Network Analysis Techniques

Cited by 2,845

Deep Learning on Graphs: A Survey

Zhang, Z., Cui, P., & Zhu, W. (2018) · arXiv

Advanced Graph Neural NetworksGraph Theory and Algorithms

Cited by 1,692

A Survey on Network Embedding

Cui, P., Wang, X., Pei, J., & Zhu, W. (2019) · IEEE Transactions on Knowledge and Data Engineering

Advanced Graph Neural NetworksComplex Network Analysis Techniques

Cited by 1,274

Towards Out-Of-Distribution Generalization: A Survey

Liu, J., Shen, Z., He, Y., Zhang, X., Xu, R., Yu, H., & Cui, P. (2021) · arXiv

Domain Adaptation and Few-Shot LearningAdversarial Robustness in Machine Learning

Cited by 253

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

CatchSync: catching synchronized behavior in large directed graphs

Jiang, M., Cui, P., Beutel, A., Faloutsos, C., & Yang, S. (2014) · Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining

Complex Network Analysis TechniquesSpam and Phishing Detection

Cited by 151

Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach

Jiang, M., Cui, P., Beutel, A., Faloutsos, C., & Yang, S. (2016) · ACM Transactions on Knowledge Discovery from Data

Complex Network Analysis TechniquesSpam and Phishing Detection

Cited by 88

Inferring Strange Behavior from Connectivity Pattern in Social Networks

Jiang, M., Cui, P., Beutel, A., Faloutsos, C., & Yang, S. (2014) · Lecture Notes in Computer Science

Complex Network Analysis TechniquesGraph theory and applications

Cited by 82

CausPref: Causal Preference Learning for Out-of-Distribution Recommendation

He, Y., Wang, Z., Cui, P., Zou, H., Zhang, Y., Cui, Q., & Jiang, Y. (2022) · Proceedings of the ACM Web Conference 2022

Recommender Systems and TechniquesAdvanced Bandit Algorithms Research

Cited by 50

Inferring lockstep behavior from connectivity pattern in large graphs

Jiang, M., Cui, P., Beutel, A., Faloutsos, C., & Yang, S. (2016) · Knowledge and Information Systems

Complex Network Analysis TechniquesGraph Theory and Algorithms

Cited by 43

Calibrated Reliable Regression using Maximum Mean Discrepancy

Cui, P., Hu, W., & Zhu, J. (2020) · arXiv

Adversarial Robustness in Machine LearningGaussian Processes and Bayesian Inference

Cited by 27

Generalizable Causal Reinforcement Learning for Out-of-Distribution Environments

Huang, S., Hu, J., Chen, H., Cui, P., Piao, H., Sun, L., & Yang, B. (2025) · IEEE Transactions on Industrial Informatics

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 4