Information Sciences

Improved Query Specialization for Transformer-based Visual Relationship Detection

Jongha Kim, Jihwan Park, Jinyoung Park, Jinyoung Kim, Sehyung Kim, Hyunwoo J. Kim

LMMSE: A Clinically Inspired Framework for Cognitive Evaluation of Large Language Models

Chanwoo Park, Chanwoo Kim

Diffusion-Stego: Training-free diffusion generative steganography via message projection

Daegyu Kim, Chaehun Shin, Jooyoung Choi, Dahuin Jung, Sungroh Yoon

Knowledge-constrained Interest-aware Multi-behavior Recommendation with Behavior Pattern Identification

Gayeon Park, Hyeongjun Yang, Kyuhwan Yeom, Myeongheon Jeon, Yunjeong Ko, Byungkook Oh, Kyong-Ho Lee

CIRF: Importance of Related Features for Plausible Counterfactual Explanations

H.-D. Kim, Y.-J. Ju, J.-H. Hong, S.-W. Lee

Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection

H.-Y. Jo, S.-W. Lee

Multi-task Self-supervised Time-series Representation Learning

Heejeong Choi, Pilsung Kang*

Self-Supervised Multimodal Graph Convolutional Network for Collaborative Filtering

Sungjune Kim, Seongjun Yun, Jongwuk Lee, Gyusam Chang, Wonseok Roh, Dae-Neung Sohn, Jung-Tae Lee, Hogun Park, Sangpil Kim

Active Learning for Cross-sentence N-ary Relation Extraction

Seungmin Seo, Byungkook Oh, Jeongbeom Jeoung, Donghyun Kim, Kyong-Ho Lee, Donghoon Shin, Yeonsoo Lee

CoMix: Collaborative Filtering with Mixup for Implicit Datasets

J Moon, Y Jeong, D-K Chae, J Choi, Hyunjung Shim, J Lee

Robust Auxiliary Learning with Weighting Function for Biased Data

Dasol Hwang, Sojin Lee, Joonmyung Choi, Je-Keun Rhe, Hyunwoo J. Kim

Triplet-trained graph transformer with control flow graph for few-shot malware classification

S.-J. Bu, S. B. Cho

Your Lottery Ticket is Damaged: Towards All-Alive Pruning for Extremely Sparse Networks

D Kim, M Kim, Hyunjung Shim, J Lee