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

A federated learning framework for arbitrary spatio-temporal graph neural networks

Yoon, Heeyong, Chon, Kang-Wook, Kim Min-Soo
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2025

Artificial intelligence-driven computational methods for antibody design and optimization

Vecchietti, Luiz Felipe, Jung, M, Armanuly, Azamat, Hangeldiyev, Begench, Hyunkyu Jung, Lee, Sooyeon, Meeyoung Cha, 김호민
MABS
2025

Attribute-guided Relevance Propagation for interpreting image classifier based on Deep Neural Networks

Seung Ho Han, Ho-Jin Choi
COMPUTER VISION AND IMAGE UNDERSTANDING
2025

Development and validation of a multi-stage self-supervised learning model for optical coherence tomography image classification

Shim, Sungho, Kim Min-Soo, Yae, Che Gyem, Kang, Yong Koo, Do, Jae Rock, Kim, Hong Kyun, Yang, Hyun-Lim
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
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

Methodologies and their comparison in complex compound aspect-based sentiment analysis: A survey

Faiz Ghifari Haznitrama, Ho-Jin Choi, Chin-Wan Chung
AI OPEN
2025

SPATS: a practical system for comparative analysis of spatio-temporal graph neural networks

Yoon, Heeyong, Chon, Kang-Wook, Kim Min-Soo
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
2025

SearchLight: Neural Architecture Search for Lightweight Spatio-Temporal Graph Neural Networks

Yoon, Heeyong, Jung, Jinhong, Chon, Kang-Wook, Kim Min-Soo
IEEE ACCESS
2025

자원 공유에 따른 이상치 전파를 활용한 마이크로서비스 시스템 결함의 근본 원인 분석

박준호, 황지영
정보과학회논문지
2025

Explainable Product Classification for Customs

Lee, Eunji, Kim, Sihyeon, Kim, Sundong, Jung, Soyeon, Kim, Heeja, Meeyoung Cha
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
2024

Improving speech emotion recognition by fusing self-supervised learning and spectral features via mixture of experts

JONGHWAN HYEON, Yung-Hwan Oh, Young-Jun Lee, Ho-Jin Choi
DATA & KNOWLEDGE ENGINEERING
2024

KoBBQ: Korean Bias Benchmark for Question Answering

Jiho Jin, Jiseon Kim, Lee, Nayeon, Haneul Yoo, Alice Oh, Lee, Hwaran
TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS
2024

SUBTLE: An Unsupervised Platform with Temporal Link Embedding that Maps Animal Behavior

Kwon, Jea, Kim, Sunpil, Kim, Dong-Kyum, Joo, Jinhyeong, Kim, Sohyung, Meeyoung Cha, Lee, C. Justin
INTERNATIONAL JOURNAL OF COMPUTER VISION
2024

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

ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning

Lim, Heechul, Chon, Kang-Wook, Kim Min-Soo
IEEE ACCESS
2023

Bayesian inductive learning in group recommendations for seen and unseen groups

Kwang Hee Lee, Myoung Ho Kim
INFORMATION SCIENCES
2022

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SGMiner: A Fast and Scalable GPU-Based Frequent Pattern Miner on SSDs

Chon, Kang-Wook, Yi, Eunjeong, Kim Min-Soo
IEEE ACCESS
2022

Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach

Ji Ho Kwak, JAEJUN LEE, Whang Joyce Jiyoung, Sungho Jo
IEEE ROBOTICS AND AUTOMATION LETTERS
2022

[website]

TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search

Lim, Heechul, Kim Min-Soo
IEEE ACCESS
2022