Concepedia

Jun-Gi Jang

JJ

11

Publications

250

Citations

10

H-Index

2018

Active since

Affiliations

Seoul National University(Current)

Jun-Gi Jang is an author at Seoul National University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceData MiningParallel ComputingKnowledge DiscoveryPattern RecognitionDimensionality ReductionDeep Learning

Publications per year

2018–2023

11

Publications

11

Falcon: lightweight and accurate convolution based on depthwise separable convolution

Jun-Gi Jang, Chun Quan, Hyun Dong Lee et al. · Knowledge and Information Systems · 2023 · 63 citations

Convolutional Neural Network, Accurate Convolution, Machine Vision +10

High-Performance Tucker Factorization on Heterogeneous Platforms

Sejoon Oh, Namyong Park, Jun-Gi Jang et al. · IEEE Transactions on Parallel and Distributed Systems · 2019 · 33 citations

Mathematical Programming, Cluster Computing, High-performance Tucker Factorization +15

S3CMTF: Fast, accurate, and scalable method for incomplete coupled matrix-tensor factorization

Dongjin Choi, Jun-Gi Jang, U Kang · PLoS ONE · 2019 · 27 citations · Full text

Matrix-tensor Factorization, Parallel Analysis, Sparse Representation +15

D-Tucker: Fast and Memory-Efficient Tucker Decomposition for Dense Tensors

Jun-Gi Jang, U Kang · 2020 · 25 citations

Mathematical Programming, Tucker Decomposition, Sparse Representation +12

Fast and Memory-Efficient Tucker Decomposition for Answering Diverse Time Range Queries

Jun-Gi Jang, U Kang · 2021 · 23 citations

Temporal Dense Tensor, Engineering, Machine Learning +17

Rows per page

1–5 of 11