A cold-start aware group recommendation method based on an augmented graph and knowledge distillation

Lee, Kwang Hee, Jeong, Hyun Ji, Myoung Ho Kim
APPLIED SOFT COMPUTING
2025

Deformable Graph Transformer

Park, Jinyoung, Yun, Seongjun, Park, Hyeonjin, Kang, Jaewoo, Jeong, Jisu, Kim, Kyung-Min, Ha, Jung-Woo, Kim, Hyunwoo J.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2025

Graph-Based Representation Approach for Deep Learning of Organic Light-Emitting Diode Devices

Lee, Taeyang, Cho, Jeongwhan, Na, Inyeob, Yoo, Insun, Woo, Sungil, Kim, Kwang Jong, Park, Mikyung, Yang, Joonghwan, Min, Jeongguk, Lee, Seokwoo, Park, Noseong, Yang, Joonyoung
ADVANCED INTELLIGENT SYSTEMS
2025

LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks

SUNGWON HAN, Seungeon Lee, Meeyoung Cha, Arik, Sercan ？., Yoon, Jinsung
Transactions on Machine Learning Research
2025

Active learning using Generative Adversarial Networks for improving generalization and avoiding distractor points

Lim, Heechul, Chon, Kang-Wook, Kim Min-Soo
EXPERT SYSTEMS WITH APPLICATIONS
2023

Multi-resolution distillation for self-supervised monocular depth estimation

Sebin Lee, Woobin Im, Sung-Eui Yoon
PATTERN RECOGNITION LETTERS
2023

Bayesian inductive learning in group recommendations for seen and unseen groups

Kwang Hee Lee, Myoung Ho Kim
INFORMATION SCIENCES
2022

[PDF]

Bootstrapped Knowledge Graph Embedding based on Neighbor Expansion

Kim, Jun Seon, Ahn, Seong Jin, Myoung Ho Kim
31st ACM International Conference on Information and Knowledge Management, CIKM 2022
2022

[PDF] [website]

Joint Framework for Single Image Reconstruction and Super-Resolution with an Event Camera

Wang, Lin, Kim Tae Kyun, Yoon, KJ
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2022

Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization

Kwon, Myung-Joon, Nam, Seung-Hun, Yu, In-Jae, Heung-Kyu LEE, Kim, Changick
INTERNATIONAL JOURNAL OF COMPUTER VISION
2022

Multivariate Time series Anomaly Detection based on reconstructed differences using Graph Attention Networks

Kang, Jung Mo, Myoung Ho Kim
2nd International Workshop on Big data-driven Edge Cloud Services, BECS 2022
2022

[website]

Online Evasion Attacks on Recurrent Models: The Power of Hallucinating the Future

Byunggill Joe, Hamm, Jihun, Insik Shin
31st International Joint Conference on Artificial Intelligence, IJCAI 2022
2022

[website]

VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템

박원정, 정유진, 박순찬, 박진아
정보과학회논문지
2022

[PDF]

고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측

안성진, 김명호
정보과학회 컴퓨팅의 실제 논문지
2022

[PDF]

노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩

김준선, 김명호
정보과학회 논문지
2022

[PDF]

이질형 그래프에서의 고차 구조 정보 활용을 위한 그래프뉴럴 상미분 방정식

안성진, 김명호
2022 한국컴퓨터종합학술대회
2022

[PDF] [website]

A survey on deep learning-based Monte Carlo denoising

Huo, Yuchi, Sung-Eui Yoon
COMPUTATIONAL VISUAL MEDIA
2021

GraphShop: Graph-based Approach for Shop-type Recommendation

GUOYUAN AN, Sung-Eui Yoon, Jaeyoon Kim, Wang, Lin, Myoung Ho Kim
2021 SIAM International Conference on Data Mining (SDM)
2021

[website]

Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction

Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
2021

Real-Time Deep Learning-Based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink

TAEWOOK HA, Kang, Jung Mo, Myoung Ho Kim
1st International Workshop on Big data-driven Edge Cloud Services, BECS 2021
2021

[PDF] [website]