Concepedia

Ziniu Hu

ZH

19

Publications

2.4K

Citations

16

H-Index

2017

Active since

Affiliations

University of California, Los Angeles(Current)

Microsoft Research (United Kingdom)

Peking University

Microsoft Research Asia (China)

Ziniu Hu is an author at University of California, Los Angeles specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceGraph TheoryDeep LearningGraph ProcessingNetwork AnalysisKnowledge DiscoveryNatural Language Processing

Publications per year

2017–2024

19

Publications

19

Heterogeneous Graph Transformer

Ziniu Hu, Yuxiao Dong, Kuansan Wang et al. · 2020 · 1.2K citations · Full text

Graph Neural Networks, Graph Representation Learning, Graph Theory +14

Ziniu Hu, Yuxiao Dong, Kuansan Wang et al. · 2020 · 427 citations · Full text

Natural Language Processing, Structured Prediction, Graph Neural Networks +12

Heterogeneous Network Representation Learning

Yuxiao Dong, Ziniu Hu, Kuansan Wang et al. · 2020 · 107 citations · Full text

Geometric Learning, Revolutionary Learning Paradigm, Graph Neural Networks +15

Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

Difan Zou, Ziniu Hu, Yewen Wang et al. · arXiv (Cornell University) · 2019 · 87 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +15

GPT-GNN: Generative Pre-Training of Graph Neural Networks

Ziniu Hu, Yuxiao Dong, Kuansan Wang et al. · arXiv (Cornell University) · 2020 · 71 citations · Full text

Natural Language Processing, Structured Prediction, Graph Neural Networks +11

Rows per page

1–5 of 19