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Sundong Kim
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Year
Improving Unsupervised Image Clustering With Robust Learning
S Park, S Han, S Kim, D Kim, S Park, S Hong, M Cha
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
302021
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification
S Han, S Park, S Park, S Kim, M Cha
European Conference on Computer Vision (ECCV), 2020
192020
DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection
S Kim, YC Tsai, K Singh, Y Choi, E Ibok, CT Li, M Cha
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020
132020
Friend recommendation with a target user in social networking services
S Kim
IEEE International Conference on Data Engineering (ICDE PhD Symposium), 235-239, 2015
132015
Disruption in the Chinese E-Commerce During COVID-19
Y Yuan, M Guan, Z Zhou, S Kim, M Cha, D Jin, Y Li
Frontiers in Computer Science, 2021
122021
Utilizing in-store sensors for revisit prediction
S Kim, JG Lee
IEEE International Conference on Data Mining (ICDM), 217-226, 2018
102018
Carpe Diem, Seize the Samples Uncertain" At the Moment" for Adaptive Batch Selection
H Song, M Kim, S Kim, JG Lee
Conference on Information and Knowledge Management (CIKM), 2020
92020
Ada-boundary: accelerating DNN training via adaptive boundary batch selection
H Song, S Kim, M Kim, JG Lee
Machine Learning, 1-17, 2020
72020
Active Learning for Human-in-the-loop Customs Inspection
S Kim, TD Mai, S Han, S Park, TND Khanh, J So, K Singh, M Cha
IEEE TKDE, 2022
5*2022
Customs Fraud Detection in the Presence of Concept Drift
TD Mai, K Hoang, A Baigutanova, G Alina, S Kim
ICDM IncrLearn Workshop, 2021
42021
A systematic framework of predicting customer revisit with in-store sensors
S Kim, JG Lee
Knowledge and Information Systems, 1-31, 2019
42019
Classification of Goods Using Text Descriptions With Sentences Retrieval
E Lee, S Kim, S Kim, S Park, M Cha, S Jung, S Yang, Y Choi, S Ji, M Song, ...
한국인공지능학회 추계학술대회, 2021
22021
Neural User Embedding From Browsing Events
M An, S Kim
European Conference on Machine Learning and Principles and Practice of …, 2020
22020
한국어 디비피디아의 자동 스키마 진화를 위한 방법
김선동, 강민서, 이재길
한국정보처리학회 춘계학술발표대회 2014, 2014
22014
Coherence-based Label Propagation over Time Series for Accelerated Active Learning
Y Shin, S Yoon, S Kim, H Song, JG Lee, BS Lee
ICLR, 2022
12022
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
S Park, S Kim, M Cha
AAAI, 2022
12022
Revisit Prediction by Deep Survival Analysis
S Kim, H Song, S Kim, B Kim, JG Lee
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 514-526, 2020
12020
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
S Han, S Park, F Wu, S Kim, C Wu, X Xie, M Cha
ECCV, 2022
2022
Hyperbolic Interaction Model for Category Classification in E-Commerce
김시현, 이은지, 박성원, 차미영, 김선동
한국정보과학회 학술발표논문집, 1906-1908, 2021
2021
Embedding Heterogeneous Hierarchical Structures
S Kim
7th International Conference on Computational Social Science (IC2S2), 2021
2021
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Articles 1–20