Jongwuk Lee

Jongwuk Lee

Sungkyunkwan University

H-index: 21

Asia-South Korea

About Jongwuk Lee

Jongwuk Lee, With an exceptional h-index of 21 and a recent h-index of 16 (since 2020), a distinguished researcher at Sungkyunkwan University, specializes in the field of Recommender Systems, Information Retrieval, Natural Language Processing, Machine Learning.

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

Self-supervised Multimodal Graph Convolutional Network for collaborative filtering

ConQueR: Contextualized Query Reduction using Search Logs

It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation

Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks

Forgetting-aware Linear Bias for Attentive Knowledge Tracing

Saliency as pseudo-pixel supervision for weakly and semi-supervised semantic segmentation

Toward a Better Understanding of Loss Functions for Collaborative Filtering

CoMix: Collaborative filtering with mixup for implicit datasets

Jongwuk Lee Information

University

Position

Korea

Citations(all)

1459

Citations(since 2020)

864

Cited By

796

hIndex(all)

21

hIndex(since 2020)

16

i10Index(all)

36

i10Index(since 2020)

22

Email

University Profile Page

Sungkyunkwan University

Google Scholar

View Google Scholar Profile

Jongwuk Lee Skills & Research Interests

Recommender Systems

Information Retrieval

Natural Language Processing

Machine Learning

Top articles of Jongwuk Lee

Title

Journal

Author(s)

Publication Date

Self-supervised Multimodal Graph Convolutional Network for collaborative filtering

Information Sciences

Sungjune Kim

Seongjun Yun

Jongwuk Lee

Gyusam Chang

Wonseok Roh

...

2024/1/1

ConQueR: Contextualized Query Reduction using Search Logs

Hye-young Kim

Minjin Choi

Sunkyung Lee

Eunseong Choi

Young-In Song

...

2023/7/19

It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation

Jaewan Moon

Hye-young Kim

Jongwuk Lee

2023/7/19

Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks

Information Sciences

Daejin Kim

Min-Soo Kim

Hyunjung Shim

Jongwuk Lee

2023/7/1

Forgetting-aware Linear Bias for Attentive Knowledge Tracing

Yoonjin Im

Eunseong Choi

Heejin Kook

Jongwuk Lee

2023/10/21

Saliency as pseudo-pixel supervision for weakly and semi-supervised semantic segmentation

IEEE transactions on pattern analysis and machine intelligence

Minhyun Lee

Seungho Lee

Jongwuk Lee

Hyunjung Shim

2023/5/8

Toward a Better Understanding of Loss Functions for Collaborative Filtering

Seongmin Park

Mincheol Yoon

Jae-woong Lee

Hogun Park

Jongwuk Lee

2023/10

CoMix: Collaborative filtering with mixup for implicit datasets

Information Sciences

Jaewan Moon

Yoonki Jeong

Dong-Kyu Chae

Jaeho Choi

Hyunjung Shim

...

2023/5/1

uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering

Jae-woong Lee

Seongmin Park

Mincheol Yoon

Jongwuk Lee

2023/7/19

CompeteNet: Siamese Networks for Predicting Win-Loss Outcomes in Baseball Games

Kyeongjin Mun

Bonggeon Cha

Jongwuk Lee

Jihyeon Kim

Hyuncheol Jo

2023/2/13

DeepTESR: a deep learning framework to predict the degree of translational elongation short ramp for gene expression control

ACS Synthetic Biology

Dong Jae Kim

Jiwoo Kim

Dong Hyun Lee

Jongwuk Lee

Han Min Woo

2022/5/3

Large-scale tucker Tensor factorization for sparse and accurate decomposition

The Journal of Supercomputing

Jun-Gi Jang

Moonjeong Park

Jongwuk Lee

Lee Sael

2022/11

Knowledge distillation meets recommendation: collaborative distillation for top-N recommendation

Knowledge and Information Systems

Jae-woong Lee

Minjin Choi

Lee Sael

Hyunjung Shim

Jongwuk Lee

2022/5

Long-tail mixup for extreme multi-label classification

Sangwoo Han

Eunseong Choi

Chan Lim

Hyunjung Shim

Jongwuk Lee

2022/10/17

S-Walk: accurate and scalable session-based recommendation with random walks

Minjin Choi

Jinhong Kim

Joonseok Lee

Hyunjung Shim

Jongwuk Lee

2022/2/11

SpaDE: Improving sparse representations using a dual document encoder for first-stage retrieval

Eunseong Choi

Sunkyung Lee

Minjin Choi

Hyeseon Ko

Young-In Song

...

2022/10/17

Logit Mixing Training for More Reliable and Accurate Prediction.

Duhyeon Bang

Kyungjune Baek

Jiwoo Kim

Yunho Jeon

Jin-Hwa Kim

...

2022

Bilateral self-unbiased learning from biased implicit feedback

Jae-woong Lee

Seongmin Park

Joonseok Lee

Jongwuk Lee

2022/7/6

FuseME: Distributed matrix computation engine based on cuboid-based fused operator and plan generation

Donghyoung Han

Jongwuk Lee

Min-Soo Kim

2022/6/10

Railroad is not a train: Saliency as pseudo-pixel supervision for weakly supervised semantic segmentation

Seungho Lee

Minhyun Lee

Jongwuk Lee

Hyunjung Shim

2021

See List of Professors in Jongwuk Lee University(Sungkyunkwan University)

Co-Authors

H-index: 77
Ji-Rong Wen

Ji-Rong Wen

Renmin University of China

H-index: 57
Dongwon Lee

Dongwon Lee

Penn State University

H-index: 37
Sang-Wook Kim

Sang-Wook Kim

Hanyang University

H-index: 37
Seung-won Hwang

Seung-won Hwang

Seoul National University

H-index: 31
Wolf-Tilo Balke

Wolf-Tilo Balke

Technische Universität Braunschweig

H-index: 23
Hyunjung Shim

Hyunjung Shim

Yonsei University

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