Jaekwang Kim

Orcid: 0000-0001-5174-0074

Affiliations:
  • Sungkyunkwan University, School of Convergence, Seoul, Republic of Korea


According to our database1, Jaekwang Kim authored at least 42 papers between 2008 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
Consensus-aware Contrastive Learning for Group Recommendation.
CoRR, April, 2025

When AI takes your call: Investigating the impact of conversational styles on customer service agents' affective delivery.
Telematics Informatics, 2025

SEALR: Sequential Emotion-Aware LLM-Based Personalized Recommendation System.
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

PacECG-Net: A Multi-modal Approach Integrating LLMs and ECG for LVSD Classification in Pacemaker Patients.
Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Hierarchical Contrastive Learning with Multiple Augmentations for Sequential Recommendation.
Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Debiasing Classifiers by Amplifying Bias with Latent Diffusion and Large Language Models.
Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

2024
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection.
CoRR, 2024

CAWA: Correlation-Based Adaptive Weight Adjustment via Effective Fields for Debiasing.
Proceedings of the Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, 2024

Elevating CTR Prediction: Field Interaction, Global Context Integration, and High-Order Representations.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

LMCG-Net: Integrating LLMs and ECG for LVEF-Based Classification for Pacing Patients.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
Hierarchical Contrastive Learning with Multiple Augmentation for Sequential Recommendation.
CoRR, 2023

Deep Sparse Depth Completion Using Multi-Affinity Matrix.
IEEE Access, 2023

Time-Weighted Cumulative LSTM Method Using Log Data for Predicting Credit Card Customer Turnover.
IEEE Access, 2023

A Smart Traffic Control System Based on Pixel-Labeling and SORT Tracker.
IEEE Access, 2023

Smart Healthcare Hand Gesture Recognition Using CNN-Based Detector and Deep Belief Network.
IEEE Access, 2023

How Important is Periodic Model update in Recommender System?
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Mitigating Dataset Bias via Image Translation.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Hybrid Oversampling Technique Based on Star Topology and Rejection Methodology for Classifying Imbalanced Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021
Edge Profile Super Resolution.
IEEE Access, 2021

Differentiable Ranking Metric Using Relaxed Sorting for Top-K Recommendation.
IEEE Access, 2021

Generalizing and Processing Topological Data using Sentence Data Structure.
Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

2020
A Novel Approach for Blog Feeds Recommendation Based on Meta-data.
Proceedings of the ICSIM '20: The 3rd International Conference on Software Engineering and Information Management, 2020

2019
A novel recommendation approach based on chronological cohesive units in content consuming logs.
Inf. Sci., 2019

A Document Ranking Method With Query-Related Web Context.
IEEE Access, 2019

2017
Analysis and comparison of fax spam detection algorithms.
Proceedings of the 11th International Conference on Ubiquitous Information Management and Communication, 2017

2014
Keyword extraction for blogs based on content richness.
J. Inf. Sci., 2014

A tweet summarization method based on a keyword graph.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

2013
Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert Identification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

2012
Web Page Evaluation based on Implicit User Reactions and Neural Networks.
Int. J. Fuzzy Log. Intell. Syst., 2012

Size-Independent Caption Extraction for Korean Captions with Edge Connected Components.
Int. J. Fuzzy Log. Intell. Syst., 2012

An Approach to Extract Informative Rules for Web Page Recommendation by Genetic Programming.
IEICE Trans. Commun., 2012

Feature selection for heavy rain prediction using genetic algorithms.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

ViTAMin: A Virtual Backbone Tree Algorithm for Minimal energy consumption in wireless sensor network routing.
Proceedings of the 2012 International Conference on Information Networking, 2012

2011
The identification of intimate friends in personal social network.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2011

2010
An Auto Playlist Generation System with One Seed Song.
Int. J. Fuzzy Log. Intell. Syst., 2010

A partitioning method for high dimensional data.
Proceedings of the 4th International Conference on Ubiquitous Information Management and Communication, 2010

Cooperative Learning by Replay Files in Real-Time Strategy Game.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2010

2009
An m-EVBT algorithm for energy efficient routing in wireless sensor networks.
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, 2009

A vulnerability recommendation system in linux kernel variables.
Proceedings of the FUZZ-IEEE 2009, 2009

An Approach of Splitting Web Sequential Access Log for Accurate Web Recommendation.
Proceedings of the 2nd International Conference on Computer Science and its Applications, 2009

2008
A methodology for finding source-level vulnerabilities of the Linux kernel variables.
Proceedings of the International Joint Conference on Neural Networks, 2008


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