Zhitang Chen

Seq2Img: A sequence-to-image based approach towards IP traffic classification using convolutional neural networks

Zhitang Chen, Ke He, Jian Li et al. · 2017 · 131 citations

Convolutional Neural Network, Internet Traffic Analysis, Engineering +16

Online flow size prediction for improved network routing

Pascal Poupart, Zhitang Chen, Priyank Jaini et al. · 2016 · 92 citations

Internet Traffic Analysis, Engineering, Machine Learning +19

A Graph Autoencoder Approach to Causal Structure Learning

Ignavier Ng, Shengyu Zhu, Zhitang Chen et al. · arXiv (Cornell University) · 2019 · 54 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +19

Stable Learning via Differentiated Variable Decorrelation

Zheyan Shen, Peng Cui, Jiashuo Liu et al. · 2020 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +11

Out-of-distribution Generalization with Causal Invariant Transformations

Ruoyu Wang, Mingyang Yi, Zhitang Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations

Artificial Intelligence, Engineering, Machine Learning +19