Kyungwoo Song

Kyungwoo Song

University of Seoul

H-index: 11

Asia-South Korea

About Kyungwoo Song

Kyungwoo Song, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Seoul, specializes in the field of Machine Learning, Deep Learning, Neural Networks.

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

Language model-guided student performance prediction with multimodal auxiliary information

Bibimbap: Pre-trained models ensemble for Domain Generalization

Mitigating the Linguistic Gap with Phonemic Representations for Robust Multilingual Language Understanding

Geodesic multi-modal mixup for robust fine-tuning

Causally disentangled generative variational autoencoder

SAAL: sharpness-aware active learning

Sentiment analysis of online responses in the performing arts with large language models

Blackvip: Black-box visual prompting for robust transfer learning

Kyungwoo Song Information

University

Position

___

Citations(all)

434

Citations(since 2020)

425

Cited By

69

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Kyungwoo Song Skills & Research Interests

Machine Learning

Deep Learning

Neural Networks

Top articles of Kyungwoo Song

Title

Journal

Author(s)

Publication Date

Language model-guided student performance prediction with multimodal auxiliary information

Expert Systems with Applications

Changdae Oh

Minhoi Park

Sungjun Lim

Kyungwoo Song

2024/4/12

Bibimbap: Pre-trained models ensemble for Domain Generalization

Pattern Recognition

Jinho Kang

Taero Kim

Yewon Kim

Changdae Oh

Jiyoung Jung

...

2024/3/1

Mitigating the Linguistic Gap with Phonemic Representations for Robust Multilingual Language Understanding

arXiv preprint arXiv:2402.14279

Haeji Jung

Changdae Oh

Jooeon Kang

Jimin Sohn

Kyungwoo Song

...

2024/2/22

Geodesic multi-modal mixup for robust fine-tuning

Advances in Neural Information Processing Systems

Changdae Oh

Junhyuk So

Hoyoon Byun

YongTaek Lim

Minchul Shin

...

2024/2/13

Causally disentangled generative variational autoencoder

arXiv preprint arXiv:2302.11737

SeungHwan An

Kyungwoo Song

Jong-June Jeon

2023/2/23

SAAL: sharpness-aware active learning

Yoon-Yeong Kim

Youngjae Cho

JoonHo Jang

Byeonghu Na

Yeongmin Kim

...

2023/7/3

Sentiment analysis of online responses in the performing arts with large language models

Heliyon

Baekryun Seong

Kyungwoo Song

2023/12/1

Blackvip: Black-box visual prompting for robust transfer learning

Changdae Oh

Hyeji Hwang

Hee-young Lee

YongTaek Lim

Geunyoung Jung

...

2023

Robust Contrastive Learning with Dynamic Mixed Margin

IEEE Access

Junhyuk So

Yongtaek Lim

Yewon Kim

Changdae Oh

Kyungwoo Song

2023/6/16

Towards calibrated robust fine-tuning of vision-language models

arXiv preprint arXiv:2311.01723

Changdae Oh

Mijoo Kim

Hyesu Lim

Junhyeok Park

Euiseog Jeong

...

2023/11/3

Leveraging Skill-to-Skill Supervision for Knowledge Tracing

arXiv preprint arXiv:2306.06841

Hyeondey Kim

Jinwoo Nam

Minjae Lee

Yun Jegal

Kyungwoo Song

2023/6/12

Brain-inspired -Convolution benefits large kernels and aligns better with visual cortex

Jea Kwon

Kyungwoo Song

C Justin Lee

2023/10/13

Sequential Likelihood-Free Inference with Neural Proposal

Pattern Recognition Letters

Dongjun Kim

Kyungwoo Song

Yoon-Yeong Kim

Yongjin Shin

Wanmo Kang

...

2023/5/1

Perturb-and-Compare Approach for Detecting Out-of-Distribution Samples in Constrained Access Environments

Heeyoung Lee

Hoyoon Byun

Changdae Oh

JinYeong Bak

Kyungwoo Song

2023/10/13

RPLKG: Robust Prompt Learning with Knowledge Graph

arXiv preprint arXiv:2304.10805

Yewon Kim

YongTaek Lim

Dokyung Yoon

KyungWoo Song

2023/4/21

COVID-19 infection inference with graph neural networks

Scientific Reports

Kyungwoo Song

Hojun Park

Junggu Lee

Arim Kim

Jaehun Jung

2023/7/15

Learning fair representation via distributional contrastive disentanglement

Changdae Oh

Heeji Won

Junhyuk So

Taero Kim

Yewon Kim

...

2022/8/14

Improving Group-based Robustness and Calibration via Ordered Risk and Confidence Regularization

Seungjae Shin

Byeonghu Na

HeeSun Bae

JoonHo Jang

Hyemi Kim

...

2022/7/21

Efficient approximate inference for stationary kernel on frequency domain

Yohan Jung

Kyungwoo Song

Jinkyoo Park

2022/6/28

Unknown-aware domain adversarial learning for open-set domain adaptation

Advances in Neural Information Processing Systems

JoonHo Jang

Byeonghu Na

Dong Hyeok Shin

Mingi Ji

Kyungwoo Song

...

2022/12/6

See List of Professors in Kyungwoo Song University(University of Seoul)

Co-Authors

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