Concepedia

Lei Cai

LC

35

Publications

1.5K

Citations

21

H-Index

2008

Active since

Affiliations

Henan Institute of Science and Technology(Current)

Washington State University

Texas A&M University

Shandong University

Wuhan University of Technology

Lei Cai is an author at Henan Institute of Science and Technology specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer VisionData ScienceImage AnalysisMachine VisionPattern RecognitionComputer ScienceBiomedical Imaging

Publications per year

2008–2024

35

Publications

35

Line Graph Neural Networks for Link Prediction

Lei Cai, Jundong Li, Jie Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 230 citations

Geometric Learning, Graph Classification Task, Graph Neural Network +15

Deep Adversarial Learning for Multi-Modality Missing Data Completion

Lei Cai, Zhengyang Wang, Hongyang Gao et al. · 2018 · 153 citations · Full text

Engineering, Machine Learning, Autoencoders +16

Fast Semantic Segmentation for Scene Perception

Xuetao Zhang, Zhenxue Chen, Q. M. Jonathan Wu et al. · IEEE Transactions on Industrial Informatics · 2018 · 125 citations

Convolutional Neural Network, Scene Analysis, Machine Vision +14

Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs

Lei Cai, Zhengzhang Chen, Chen Luo et al. · 2021 · 110 citations

Dynamic Graphs, Anomaly Detection, Machine Learning +20

A Multi-Scale Approach for Graph Link Prediction

Lei Cai, Shuiwang Ji · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 93 citations · Full text

Graph Link Prediction, Engineering, Machine Learning +16

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