Dongkuan Xu

A Comprehensive Survey of Clustering Algorithms

Dongkuan Xu, Yingjie Tian · Annals of Data Science · 2015 · 1.9K citations · Full text

Cluster Computing, Document Clustering, Engineering +8

Parameterized Explainer for Graph Neural Network

Dongsheng Luo, Wei Cheng, Dongkuan Xu et al. · arXiv (Cornell University) · 2020 · 211 citations · Full text

Engineering, Machine Learning, Network Analysis +16

Secure digital communication using controlled projective synchronisation of chaos

C.L. Chee, Dongkuan Xu · Chaos Solitons & Fractals · 2005 · 102 citations

Engineering, Chaos Theory, Information Security +6

Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs

Dongkuan Xu, Wei Cheng, Dongsheng Luo et al. · 2019 · 85 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +20

Time Series Contrastive Learning with Information-Aware Augmentations

Dongsheng Luo, Wei Cheng, Yingheng Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 76 citations · Full text

Natural Language Processing, Time Series Augmentations, Data Augmentation +13