Concepedia

Shichang Zhang

SZ

8

Publications

171

Citations

8

H-Index

2020

Active since

Affiliations

University of California, Los Angeles(Current)

Shichang Zhang is an author at University of California, Los Angeles specializing in graph theory, data science, and engineering.

Top concepts

EngineeringData ScienceGraph TheoryMachine LearningBusinessComputer ScienceGraph ProcessingNetwork AnalysisKnowledge DiscoveryDeep Learning

Publications per year

2020–2024

8

Publications

8

Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation

Shichang Zhang, Yozen Liu, Yizhou Sun et al. · arXiv (Cornell University) · 2021 · 43 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +17

PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction

Shichang Zhang, Jiani Zhang, Xiang Song et al. · 2023 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Motif-Driven Contrastive Learning of Graph Representations

Shichang Zhang, Ziniu Hu, Arjun Subramonian et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 29 citations

Graph Representation Learning, Machine Learning, Engineering +16

Graph Condensation for Graph Neural Networks

Wei Jin, Lingxiao Zhao, Shichang Zhang et al. · arXiv (Cornell University) · 2021 · 20 citations · Full text

Graph Neural Networks, Engineering, Graph Theory +14

Motif-Driven Contrastive Learning of Graph Representations

Shichang Zhang, Ziniu Hu, Arjun Subramonian et al. · arXiv (Cornell University) · 2020 · 15 citations · Full text

Systems Biology, Engineering, Graph Theory +15

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