Get started
Author

Jie Chen

FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling
2018 · Chen, Jie, Ma, Tengfei, et al. · arXiv (Cornell University) · 1,339
PDF
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
2020 · Aldo Pareja, Giacomo Domeniconi, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 158
PDF
Scalable Graph Learning for Anti-Money Laundering: A First Look
2018 · Weber, Mark, Chen, Jie, et al. · arXiv (Cornell University) · 158
PDF
Learning Representation for Clustering Via Prototype Scattering and Positive Sampling
2022 · Zhizhong Huang, Jie Chen, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 146
PDF
Directed Acyclic Graph Neural Networks
2021 · Thost, Veronika, Chen, Jie · arXiv (Cornell University) · 103
PDF
Graph coarsening: from scientific computing to machine learning
2022 · Jie Chen, Yousef Saad, et al. · SeMA Journal · 54
PDF
Exploiting Neighbor Effect: Conv-Agnostic GNN Framework for Graphs With Heterophily
2023 · Jie Chen, Shouzhen Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 52
PDF
From Node Interaction to Hop Interaction: New Effective and Scalable Graph Learning Paradigm
2023 · Jie Chen, Zilong Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 36
PDF
Graph Decoupling Attention Markov Networks for Semisupervised Graph Node Classification
2022 · Jie Chen, Shouzhen Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 31
PDF
Learning to Distill Global Representation for Sparse-View CT
2023 · Zilong Li, Chenglong Ma, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 29
PDF
Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining
2021 · Kaler, Tim, Stathas, Nickolas, et al. · arXiv (Cornell University) · 29
PDF
Contributions of lung tissue extracts to invasion and migration of human hepatocellular carcinoma cells with various metastatic potentials
2003 · Xue-Ning Ji, Sheng-Long Ye, et al. · Journal of Cancer Research and Clinical Oncology · 18
SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP
2022 · Chen, Jie, Chen, Shouzhen, et al. · arXiv (Cornell University) · 15
PDF
Memory-Based Message Passing: Decoupling the Message for Propagation from Discrimination
2022 · Jie Chen, Weiqi Liu, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 14
Guided contrastive boundary learning for semantic segmentation
2024 · Shoumeng Qiu, Jie Chen, et al. · Pattern Recognition · 13
Retracted: DSiV: Data Science for Intelligent Vehicles
2023 · Junping Zhang, Jian Pu, et al. · IEEE Transactions on Intelligent Vehicles · 13
Interpretable Machine Learning Based on Functional ANOVA Framework: Algorithms and Comparisons
2025 · Linwei Hu, Vijayan N. Nair, et al. · Applied Stochastic Models in Business and Industry · 12
PDF
Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning
2018 · Liu, Xiaoyu, Chen, Jie, et al. · arXiv (Cornell University) · 9
PDF
GS-Net: Point cloud sampling with graph neural networks
2025 · Xiaolei Chen, Jie Chen, et al. · Pattern Recognition · 8
The Application of Quasi‐Steady‐State Chemical Exchange Saturation Transfer Imaging in the Visualization of Glioma Infiltration and the Optimal Extent of Resection Establishment
2025 · Yinwei Ying, Dongdong Wang, et al. · Journal of Magnetic Resonance Imaging · 8
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation
2024 · Shoumeng Qiu, Jie Chen, et al. · Lecture notes in computer science · 8
PDF
Development and validation of an automated Tomotherapy planning method for cervical cancer
2024 · Feiru Han, Yi Xue, et al. · Radiation Oncology · 7
Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching
2023 · Kaler, Tim, Iliopoulos, Alexandros-Stavros, et al. · arXiv (Cornell University) · 7
PDF
Stable polarization-encoded quantum key distribution in fiber
2006 · Wu, Guang, Chen, Jie, et al. · arXiv (Cornell University) · 6
PDF
Leveraging Smooth Deformation Augmentation for LiDAR Point Cloud Semantic Segmentation
2024 · Shoumeng Qiu, Jie Chen, et al. · IEEE Transactions on Intelligent Vehicles · 4
PDF
Works count: 41
Citation count: 2,288
H-index: 14
I10-index: 17
Year
Topic
Type