Proceedings of the First International Workshop on Logical Foundations of Neuro-Symbolic AI (LNSAI 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024

O2ARC 3.0: A Platform for Solving and Creating ARC Tasks.

[BibT_eX]

[DOI]

Suyeon Shim

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Active Learning for Human-in-the-Loop Customs Inspection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer.

[BibT_eX]

[DOI]

CoRR, 2023

DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

FedDefender: Client-Side Attack-Tolerant Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Machine Learning Driven Aid Classification for Sustainable Development.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards Attack-tolerant Federated Learning via Critical Parameter Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Customs Import Declaration Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

Coherence-based Label Propagation over Time Series for Accelerated Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

FedX: Unsupervised Federated Learning with Cross Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Knowledge Sharing via Domain Adaptation in Customs Fraud Detection.

[BibT_eX]

[DOI]

Sungwon Park

Sundong Kim

Meeyoung Cha

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Disruption in Chinese E-Commerce During COVID-19.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Classification of Goods Using Text Descriptions With Sentences Retrieval.

[BibT_eX]

[DOI]

CoRR, 2021

Responses to COVID-19 with Probabilistic Programming.

[BibT_eX]

[DOI]

Assem Zhunis

Tung-Duong Mai

Sundong Kim

CoRR, 2021

Customs Fraud Detection in the Presence of Concept Drift.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Conference on Data Mining, 2021

Improving Unsupervised Image Clustering With Robust Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Ada-boundary: accelerating DNN training via adaptive boundary batch selection.

[BibT_eX]

[DOI]

Mach. Learn., 2020

A systematic framework of predicting customer revisit with in-store sensors.

[BibT_eX]

[DOI]

Sundong Kim

Jae-Gil Lee

Knowl. Inf. Syst., 2020

Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Disruption in the Chinese E-Commerce During COVID-19: A Case Study of the Beidian Platform.

[BibT_eX]

[DOI]

CoRR, 2020

Neural User Embedding from Browsing Events.

[BibT_eX]

[DOI]

Mingxiao An

Sundong Kim

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Revisit Prediction by Deep Survival Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Carpe Diem, Seize the Samples Uncertain "at the Moment" for Adaptive Batch Selection.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2018

Utilizing In-store Sensors for Revisit Prediction.

[BibT_eX]

[DOI]

Sundong Kim

Jae-Gil Lee

Proceedings of the IEEE International Conference on Data Mining, 2018

2016

Behavior of Self-Motivated Agents in Complex Networks.

[BibT_eX]

[DOI]

Sundong Kim

Jin-Jae Lee

CoRR, 2016

Automatic Knowledge Base Evolution by Learning Instances.

[BibT_eX]

[DOI]

Sundong Kim

CoRR, 2016

2015

Friend recommendation with a target user in social networking services.

[BibT_eX]

[DOI]

Sundong Kim

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Sundong Kim

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