Concepedia

Peilin Zhong

PZ

13

Publications

764

Citations

12

H-Index

2014

Active since

Affiliations

Columbia University(Current)

Tsinghua University

Peilin Zhong is an author at Columbia University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningGraph TheoryDeep LearningData MiningData SecurityGenerative ModelsKnowledge Discovery

Publications per year

2014–2023

13

Publications

13

Deep learning of feature representation with multiple instance learning for medical image analysis

Yan Xu, Mo Tao, Qiwei Feng et al. · 2014 · 360 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

Optimal principal component analysis in distributed and streaming models

Christos Boutsidis, David P. Woodruff, Peilin Zhong · 2016 · 88 citations

Engineering, Matrix Factorization, Data Science +12

Parallel Graph Connectivity in Log Diameter Rounds

Alexandr Andoni, Zhao Song, Clifford Stein et al. · 2018 · 69 citations

Cluster Computing, Engineering, Distributed Algorithms +24

Low rank approximation with entrywise l <sub>1</sub> -norm error

Zhao Song, David P. Woodruff, Peilin Zhong · 2017 · 51 citations

Parallel approximate undirected shortest paths via low hop emulators

Alexandr Andoni, Clifford Stein, Peilin Zhong · 2020 · 49 citations

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