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

Designing a Visual Analytics Tool to Support Data Analysis Tasks of Digital Mental Health Interventions: Case Study

Gyuwon Jung, Lim, Heejeong, Han, Kyungsik, Kim, Hyungsook, Lee Uichin
JMIR HUMAN FACTORS
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

Discriminator to grade classification results of neural networks via Prediction Error Tracking Method

Gyu Young Lee, Changjo Yun, Kim, Sungjin, Kang, Brent Byunghoon
KNOWLEDGE-BASED SYSTEMS
2025

[website]

Effective selection of public IoT services by learning uncertain environmental factors using fingerprint attention

KYEONGDEOK BAEK, In-Young Ko
APPLIED INTELLIGENCE
2025

Effects of Waveform, Time Delay, and Vibration Axis on the Perception of Vibrotactile Compliance Illusions on Smartphone Touchscreens

Jung, M, Kim, Youngin, JINGUN JUNG, Keunwoo Park, Geehyuk Lee
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION
2025

Explainable automated debugging via large language model-driven scientific debugging

Sungmin Kang, Chen, Bei, Shin Yoo, Lou, Jian-Guang
EMPIRICAL SOFTWARE ENGINEERING
2025

FastLRNR and Sparse Physics Informed Backpropagation

Cho, Woojin, Lee, Kookjin, Park, Noseong, Rim, Donsub, Welper, Gerrit
RESULTS IN APPLIED MATHEMATICS
2025

Flow-augmentation I: Directed graphs

Kim, Eun Jung, Kratsch, Stefan, Pilipczuk, Marcin, Wahlstrom, Magnus
JOURNAL OF THE ACM
2025

Full-body virtual try-on using top and bottom garments with wearing style control

Soonchan Park, Jinah Park
COMPUTER VISION AND IMAGE UNDERSTANDING
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

How do AI and human users interact? Positioning of AI and human users in customer service

Ahn, So-Yeon, Kim, Seonghoon, Lee, Eun-Young, Lee, Hyunjong, Song, Eun-Young, Junehwa Song, Won, Jongseo
TEXT & TALK
2025

Improving Fault Localization with External Oracle by Using Counterfactual Execution

Park, Jongchan, Tae Eun Kim, Kim, Dongsun, Heo Kihong
ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
2025

[website]

LLDiffusion: Learning degradation representations in diffusion models for low-light image enhancement

Wang, Tao, Zhang, Kaihao, Zhang, Yong, Luo, Wenhan, Stenger, Bjorn, Lu, Tong, Kim Tae Kyun, Liu, Wei
PATTERN RECOGNITION
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

Leveraging Immutability to Validate Hazard Pointers for Optimistic Traversals

Lee, Janggun, Kim, Jeonghyeon, Kang, Jeehoon
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL
2025

Lilo: A Higher-Order, Relational Concurrent Separation Logic for Liveness

Lee, Dongjae, Janggun Lee, Yoon, Taeyoung, Cho, Minki, Kang, Jeehoon, Hur, Chung-Kil
Proceedings of the ACM on Programming Languages
2025

MVS-GS: High-Quality 3D Gaussian Splatting Mapping via Online Multi-View Stereo

Lee, Byeonggwon, Park, Junkyu, Giang, Khang Truong, Sungho Jo, Song, Soohwan
IEEE ACCESS
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

Mind your indices! Index hijacking attacks on collaborative unpooling autoencoder systems

Lee, Kichang, Jonghyuk Yun, Jin, Jaeho, Jun Han, Ko, Jeonggil
INTERNET OF THINGS
2025