U Kang

U Kang

Seoul National University

H-index: 43

Asia-South Korea

About U Kang

U Kang, With an exceptional h-index of 43 and a recent h-index of 32 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Data Mining, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Electronic device and computer readable storage medium for control recommendation

A Comprehensive Survey of Compression Algorithms for Language Models

Accurate graph classification via two-staged contrastive curriculum learning

Representative and Back-In-Time Sampling from Real-World Hypergraphs

Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating

Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-Based Curriculum Learning

Memory test drive

Fast and accurate interpretation of workload classification model

U Kang Information

University

Position

Professor of Computer Science and Engineering

Citations(all)

7172

Citations(since 2020)

3230

Cited By

5306

hIndex(all)

43

hIndex(since 2020)

32

i10Index(all)

97

i10Index(since 2020)

79

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

U Kang Skills & Research Interests

Data Mining

Machine Learning

Top articles of U Kang

Title

Journal

Author(s)

Publication Date

Electronic device and computer readable storage medium for control recommendation

2024/2/1

A Comprehensive Survey of Compression Algorithms for Language Models

Seungcheol Park

Jaehyeon Choi

Sojin Lee

U Kang

2024/1/27

Accurate graph classification via two-staged contrastive curriculum learning

Plos one

Sooyeon Shim

Junghun Kim

Kahyun Park

U Kang

2024/1/3

Representative and Back-In-Time Sampling from Real-World Hypergraphs

ACM Transactions on Knowledge Discovery from Data

Minyoung Choe

Jaemin Yoo

Geon Lee

Woonsung Baek

U Kang

...

2024

Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating

Hyunsik Jeon

Jong-eun Lee

Jeongin Yun

U Kang

2024

Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-Based Curriculum Learning

Junghun Kim

Ka Hyun Park

U Kang

2024/4/25

Memory test drive

2023/12/14

Fast and accurate interpretation of workload classification model

Plos one

Sooyeon Shim

Doyeon Kim

Jun-Gi Jang

Suhyun Chae

Jeeyong Lee

...

2023/3/6

Aggregately diversified bundle recommendation via popularity debiasing and configuration-aware reranking

Hyunsik Jeon

Jongjin Kim

Jaeri Lee

Jong-eun Lee

U Kang

2023/5/25

Accurate Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating

arXiv preprint arXiv:2310.03813

Hyunsik Jeon

Jong-eun Lee

Jeongin Yun

U Kang

2023/10/5

Static and streaming tucker decomposition for dense tensors

ACM Transactions on Knowledge Discovery from Data

Jun-Gi Jang

U Kang

2023/2/27

Diversely regularized matrix factorization for accurate and aggregately diversified recommendation

Jongjin Kim

Hyunsik Jeon

Jaeri Lee

U Kang

2023/5/25

Knowledge-preserving pruning for pre-trained language models without retraining

arXiv preprint arXiv:2308.03449

Seungcheol Park

Hojun Choi

U Kang

2023/8/7

Fast and accurate transferability measurement by evaluating intra-class feature variance

Huiwen Xu

U Kang

2023

Falcon: lightweight and accurate convolution based on depthwise separable convolution

Knowledge and Information Systems

Jun-Gi Jang

Chun Quan

Hyun Dong Lee

U Kang

2023/5

Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors-Algorithm and Application

Jun-Gi Jang

Jeongyoung Lee

Yong-chan Park

U Kang

2023/8/6

Accurate bundle matching and generation via multitask learning with partially shared parameters

Plos one

Hyunsik Jeon

Jun-Gi Jang

Taehun Kim

U Kang

2023/3/16

Pet: Parameter-efficient knowledge distillation on transformer

Plos one

Hyojin Jeon

Seungcheol Park

Jin-Gee Kim

U Kang

2023/7/6

Accurate Open-Set Recognition for Memory Workload

ACM Transactions on Knowledge Discovery from Data

Jun-Gi Jang

Sooyeon Shim

Vladimir Egay

Jeeyong Lee

Jongmin Park

...

2023/6/15

Midas: Representative sampling from real-world hypergraphs

Minyoung Choe

Jaemin Yoo

Geon Lee

Woonsung Baek

U Kang

...

2022/4/25

See List of Professors in U Kang University(Seoul National University)

Co-Authors

H-index: 151
Christos Faloutsos

Christos Faloutsos

Carnegie Mellon University

H-index: 147
Jure Leskovec

Jure Leskovec

Stanford University

H-index: 87
Jimeng Sun

Jimeng Sun

University of Illinois at Urbana-Champaign

H-index: 66
Hanghang Tong

Hanghang Tong

University of Illinois at Urbana-Champaign

H-index: 50
Leman Akoglu

Leman Akoglu

Carnegie Mellon University

H-index: 47
Duen Horng Chau

Duen Horng Chau

Georgia Institute of Technology

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