Engineering Applications of Artificial Intelligence

Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols

Yongwoo Kim, Sungmin Cha, Donghyun Kim

Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model

Jaehyuk Heo, Pilsung Kang*

Patch-level proxy metric learning with coresets for precise anomaly localization

Hun Im, Pilsung Kang

Spectral coefficient learning via operator networks for inverse problems of parametric partial differential equations

M.-S. Lee, T. Yun, Y. Hong, and N. Kim

Training-Free Label Space Alignment for Universal Domain Adaptation

Dujin Lee, Sojung An, Jungmyung Wi, Kuniaki Saito, Donghyun Kim

Advanced Code Time Complexity Prediction Approach Using Contrastive Learning

Shinwoo Park, Joonghyuk Hahn, Elizabeth Orwig, Sang-Ki Ko, Yo-Sub Han

An Efficient and Noise-Robust Framework for High-Dimensional Tuning in Big Data Analytics

Jieun Lee, Sangmin Seo, Chanho Yeom, Huijun Jin, Sein Kwon, Sanghyun Park

Causally explainable artificial intelligence on deep learning model for energy demand prediction

G. Erlangga, S.-B. Cho

Detecting Code Paraphrased by Large Language Models using Coding Style Features

Shinwoo Park, Hyundong Jin, Jeong-won Cha, Yo-Sub Han

GFML: Gravity Function for Metric Learning

Hoyoon Byun, Sungjun Lim, Kyungwoo Song

High-quality three-dimensional cartoon avatar reconstruction with Gaussian splatting

MinHyuk Jang, Jong Wook Kim, Youngdong Jang, Donghyun Kim, Wonseok Roh, InYong Hwang, Guang Lin, Sangpil Kim

Physically interpretable discrete latent representations for the design of advanced mechanical metamaterials in complex geometries

H. Choi, Y. Hong, and N. Kim

Physics-Informed Fine-Tuning for Physics Discovery from Random and Sparse Data

Yong Jin Jeong and Taesup Moon

Semantically Complex Audio to Video Generation with Audio Source Separation

Sieun Kim, Jaehwan Jeong, Sumin In, Seung Hyun Lee, Seungryong Kim, Saerom Kim, Wooyeol Baek, Sang Ho Yoon, Eugenio Culurciello, Sangpil Kim

Semantically Complex Audio to Video Generation with Audio Source Separation

Sieun Kim, Jaehwan Jeong, Sumin In, Seung Hyun Lee, Seungryong Kim, Saerom Kim, Wooyeol Baek, Sang Ho Yoon, Eugenio Culurciello, Sangpil Kim

ToonSplat: High-Quality 3D Cartoon Avatar Reconstruction with Gaussian Splatting

MinHyuk Jang, Jong Wook Kim, Youngdong Jang, Donghyun Kim, Wonseok Roh, InYong Hwang, Guang Lin, Sangpil Kim

Bottom-up Propagation of Hierarchical Dependency for Multi-behavior Recommendation

TaeYoung Kim, Hyeongjun Yang, Gayeon Park, Seungmi Lee, Kyong-Ho Lee

ContextMix: A context-aware data augmentation method for industrial visual inspection systems

Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, and Junmo Kim

ContextMix: A Context-Aware Data Augmentation Method for Industrial Visual Inspection Systems

Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, and Junmo Kim

Double Reverse Diffusion for Realistic Garment Reconstruction from Images

Jeonghaeng Lee, Duc Nguyen, Jongyoo Kim, Jiwoo Kang, Sanghoon Lee

PISD: A linear complexity distance beats dynamic time warping on time series classification and clustering

Minh-Tuan Tran, Xuan-May Le, Van-Nam Huynh, Sung-Eui Yoon

Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism

Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park

Training-free Retrieval-based Log Anomaly Detection with Pre-trained Language Model considering Token-level Information

Gunho No+, Yukyung Lee+, Hyeongwon Kang, Pilsung Kang*

Distributional and hierarchical reinforcement learning for physical systems with noisy state observations and exogenous perturbations

Jehyun Park, Jongeun Choi, Sungjae Nah, Dohee Kim

Time-Series Anomaly Detection with Stacked Transformer Representations and 1D Convolutional Network

Jina Kim, Hyeongwon Kang, Pilsung Kang*