International Journals (SCIE) / Top-tier Conferences
Query, Decompose, Compress: Structured Query Expansion for Efficient Multi-Hop Retrieval, JungMin Yun, YoungBin Kim, The 2025 ACM International Conference on Information and Knowledge Management (CIKM 2025)
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks, Juhwan Choi, Junehyoung Kwon, JungMin Yun, Seunguk Yu, YoungBin Kim, ICCV 2025 Workshop on Curated Data for Efficient Learning (CDEL)
Medal Matters: Probing LLMs’ Failure Cases Through Olympic Rankings, Juhwan Choi, Seunguk Yu, JungMin Yun, YoungBin Kim, COLM 2025 First Workshop on Optimal Reliance and Accountability in Interactions with Generative Language Models (ORIGen)
XTag-CLIP: Robust and Reliable Thyroid Scar Analysis with Limited Data via Cross-Attention, Eunju Lee, SeungHoon Lee, YoungBin Kim, Jong-hyuk Ahn, MICCAI 2025 Workshop on Applications of Medical AI (AMAI)
Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models, Seunguk Yu, Juhwan Choi, YoungBin Kim, The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models, Kyeonghyun Kim, Jinhee Jang, Juhwan Choi, Yoonji Lee, Kyohoon Jin, YoungBin Kim, The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)
Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset, Seunguk Yu, Kyeonghyun Kim, JungMin Yun, YoungBin Kim, ACL 2025 Student Research Workshop (SRW)
See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias, Junehyoung Kwon, MiHyeon Kim, Eunju Lee, Juhwan Choi, YoungBin Kim, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025)
Hypergraph Temporal Multi-behavior Recommendation, Jooweon Choi, JuneHyoung Kwon, Yeonghwa Kim, YoungBin Kim, Engineering Applications of Artificial Intelligence
SummPilot: Bridging Efficiency and Customization for Interactive Summarization System, JungMin Yun, Juhwan Choi, Kyohoon Jin, Soojin Jang, YoungBin Kim, 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025, Demo Track)
Rank-O-ToM: Unlocking Emotional Nuance Ranking to Enhance Affective Theory-of-Mind, JiHyun Kim, Junehyoung Kwon, MiHyeon Kim, Eunju Lee, YoungBin Kim, Theory of Mind for Artificial Intelligence (ToM4AI) Workshop at AAAI 2025 (Spotlight Paper)
Enhancing Domain Generalization Performance in Low-Resource Setting via External Dataset and Pseudo Labeling with Sentence-BERT, Junho Lee, Seunguk Yu, Jinhee Jang, KeunHyeung Park, Youngbin Kim, IEEE ACCESS, Feb 2025
Korean football in-game conversation state tracking dataset for dialogue and turn level evaluation, Sangmin Song, Juhyoung Park, Juhwan Choi, Junho Lee, Kyohoon Jin, YoungBin Kim, Engineering Applications of Artificial Intelligence, Jan 2025
PRISM: Personalizing Reporting with Intelligent Summarization through Multiple frames, Kyohoon Jin, Sejin Paik, Jungmin Yun, Soojin Jang, Youngbin Kim, IEEE Access, Nov 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation, Juhwan Choi, Yeonghwa Kim, Seunguk Yu, JungMin Yun, YoungBin Kim, The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation, Juhwan Choi, JungMin Yun, Kyohoon Jin, YoungBin Kim, The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method, MiHyeon Kim, Juhyoung Park, YoungBin Kim, The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation, Soojin Jang, Jungmin Yun, Junehyoung Kwon, Eunju Lee, YoungBin Kim, The 18th European Conference on Computer Vision (ECCV 2024)
Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks, Seunguk Yu, Juhwan Choi, Youngbin Kim, 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation, Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song and Youngbin Kim, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING 2024)
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning, Juhwan Choi, YoungBin Kim, The Twelfth International Conference on Learning Representations (ICLR 2024) Tiny Papers track (oral)
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion, Juhwan Choi, YoungBin Kim, The Twelfth International Conference on Learning Representations (ICLR 2024) Tiny Papers track (poster)
GPTs Are Multilingual Annotators for Sequence Generation Tasks, Juhwan Choi, Eunju Lee, Kyohoon Jin, YoungBin Kim, 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) Findings
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes, Juhwan Choi, Kyohoon Jin, Junho Lee, Sangmin Song, YoungBin Kim, 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) Student Research Workshop
See, caption, cluster: Large-scale image analysis using captioning and topic modeling, KyeongPil Kang, Kyohoon Jin, Soojin Jang, Jaegul Choo, Youngbin Kim, Expert Systems with Applications, Mar 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation, JuneHyoung Kwon, Eunju Lee, Yunsung Cho, YoungBin Kim, The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification, Jungmin Yun, Mihyeon Kim, Youngbin Kim, The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023) Findings
Enhancing Noisy Label Facial Expression Recognition with Split and Merge Consistency Regularization, JiHyun Kim, JuneHyoung Kwon, MiHyeon Kim, EunJu Lee, YoungBin Kim, IEEE Access, Dec 2023
Development of robust detector using the weather deep generative model for outdoor monitoring system, Kyo-Hoon Jin, Kyung-Su Kang, Baek-Kyun Shin, June-Hyoung Kwon, Soo-Jin Jang, YoungBin Kim, Han-Guk Ryu, Expert Systems with Applications, Dec 2023
Domain-Adaptive Vision Transformers for Generalizing Across Visual Domains, Yunsung Cho, Jungmin Yun, JuneHyoung Kwon, Youngbin Kim, IEEE Access, Oct 2023
Soccer’s AI transformation: deep learning’s analysis of soccer’s pandemic research evolution, Jea Woog Lee, Sangmin Song, YoungBin Kim, Seung-Bo Park, Doug Hyun Han, Frontiers in Psychology, Oct 2023
SAM: cross-modal semantic alignments module for image-text retrieval, Pilseo Park, Soojin Jang, Yunsung Cho, Youngbin Kim, Multimedia Tools and Applications, Jun 2023
SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels, Juhwan Choi, Kyohoon Jin, Junho Lee, Sangmin Song, YoungBin Kim, Tiny Papers @ ICLR 2023 (Oral), May 2023
Towards Robust Feature Learning with t-vFM Similarity for Continual Learning, Bilan Gao, YoungBin Kim, Tiny Papers @ ICLR 2023, May 2023
Weakly supervised semantic segmentation via Graph RecalibratiOn with Scaling Weight uNit, Soojin Jang, JuneHyoung Kwon, KyoHoon Jin, YoungBin Kim, Engineering Applications of Artificial Intelligence, Mar 2023
Hybrid Information Mixing Module for Stock Movement Prediction, Jooweon Choi, Shiyong Yoo, Xiao Zhou, Youngbin Kim, IEEE Access, Mar 2023
Game effect sprite generation with minimal data via conditional GAN, JaeWon Kim, KyoHoon Jin, SooJin Jang, ShinJin Kang, YoungBin Kim, Expert Systems with Applications, Jan 2023
LDA-based topic modeling for COVID-19-related sports research trends, Jea Woog Lee, YoungBin Kim, Doug Hyun Han, Frontiers in Psychology, Nov 2022
Efficient Learning Representation of Noise-Reduced Foam Effects with Convolutional Denoising Networks, Jong-Hyun Kim, YoungBin Kim, PLOS ONE, Oct 2022
Saliency Guided Data Augmentation Strategy for Maximally Utilizing an Object’s Visual Information, Junhyeok An, Soojin Jang, Junehyoung Kwon, Kyohoon Jin, YoungBin Kim, PLOS ONE, Oct 2022
Application of One-Stage Instance Segmentation with Weather Conditions in Surveillance Cameras at Construction Sites, Kyung-Su Kang, Young-Woon Cho, Kyo-Hoon Jin, Young-Bin Kim, Han-Guk Ryu, Automation in Construction, Jan 2022
TrafficBERT: Pre-trained Model with Large-scale Data for Long-range Traffic Flow Forecasting, KyoHoon Jin, JeongA Wi, EunJu Lee, ShinJin Kang, SooKyun Kim, YoungBin Kim, Expert Systems with Applications, Dec 2021
Automatic Chinese Meme Generation Using Deep Neural Networks, Lin Wang, Qimeng Zhang, Youngbin Kim, Ruizheng Wu, Hongyu Jin, Haoke Deng, Pengchu Luo, Chang-Hun Kim, IEEE Access, Nov 2021
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation, Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Soojin Jang, Jaegul Choo, YoungBin Kim, NAACL 2021
Learning Representation of Secondary Effects for Fire-Flake Animation, Myungjin Choi, Jeong A Wi, Taehyeong Kim, Youngbin Kim, Chang-Hun Kim, IEEE Access, Jan 2021
Whose Opinion Matters? Analyzing Relationships between Bitcoin Prices and User Groups in Online Community, Kyeongpil Kang, Jaegul Choo, YoungBin Kim, Social Science Computer Review, Dec 2020
Poster-based Multiple Movie Genre Classification Using Inter-Channel Features, Jeong A Wi, Soojin Jang, YoungBin Kim, IEEE Access, Apr 2020
Playtesting in Match 3 Game Using Strategic Plays via Reinforcement Learning, Yuchul Shin, Jaewon Kim, Kyohoon Jin, YoungBin Kim, IEEE Access, Mar 2020
Regional Patch-Based Feature Interpolation Method for Effective Regularization, SooJin Jang, KyoHoon Jin, JunHyeok An, YoungBin Kim, IEEE Access, Feb 2020
A Visual-Physiology Multimodal System for Detecting Outlier Behavior of Participants in a Reality TV Show, ShinJin Kang, DongGyun Kim, YoungBin Kim, International Journal of Distributed Sensor Networks, Jul 2019
Layout Placement Optimization Methods Using Repeated User Interface Sequence Patterns for Client Applications, Jihye Chung, Seongjin Hong, Youngbin Kim, ShinJin Kang, Changhun Kim, Information Visualization, Feb 2019
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records, Bum Chul Kwon, Min-Je Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo, IEEE Trans. on Visualization and Computer Graphics, 2019 (Proc. IEEE Vis'18)
Robust handling of clumping and stiffness in wet hair animation [video], Jong-Hyun Kim, Wook Kim, Young Bin Kim, Jaeho Im, Jung Lee, Sun-Jeong Kim, Computer Animation and Virtual Worlds, Nov 2017
Visual simulation of fire-flakes synchronized with flame [paper][video], TaeHyeong Kim, Eunki Hong, Jaeho Im, Dohyeon Yang, Young Bin Kim, Chang-Hun Kim, Visual Computer, May 2017
When Bitcoin encounters information in an online forum: Using text mining to analyse user opinion and predict value fluctuation [paper], Young Bin Kim, Jurim Lee, Nuri Park, Jaegul Choo, Jong-Hyun Kim, Chang Hun Kim, PLOS ONE, May 2017
Visual simulation of rapidly freezing water based on crystallization [paper][video], Jaeho Im, Jong-Hyun Kim, Wook Kim, Nuri Park, Taehyeong Kim, Young Bin Kim, Jung Lee, Chang-Hun Kim, Computer Animation and Virtual Worlds, March 2017
Predicting virtual world user population fluctuations with deep learning [paper], Young Bin Kim, Nuri Park, Qimeng Zhang, Jun Gi Kim, Shin Jin Kang, Chang Hun Kim, PLOS ONE, Dec 2016
Predicting fluctuations in cryptocurrency transactions based on user comments and replies [paper], Young Bin Kim, Jun Gi Kim, Wook Kim, Jae Ho Im, Tae Hyeong Kim, Shin Jin Kang, Chang Hun Kim, PLOS ONE, Aug 2016
Efficiently detecting outlying behavior in video-game players [paper], Young Bin Kim, Shin Jin Kang, Sang Hyeok Lee, Jang Young Jung, Hyeong Ryeol Kam, Jung Lee, Young Sun Kim, Joonsoo Lee, Chang Hun Kim, PeerJ, Dec 2015
Virtual world currency value fluctuation prediction system based on user sentiment analysis [paper], Young Bin Kim, Sang Hyeok Lee, Shin Jin Kang, Myung Jin Choi, Jung Lee, Chang Hun Kim, PLOS ONE, Aug 2015
Analyzing repetitive action in game based on sequence pattern matching [paper], Shin Jin Kang, Young Bin Kim, Soo Kyun Kim, Journal of Real-Time Image Processing, Sep 2014
Automatic player behavior analysis system using trajectory data in a massive multiplayer online game [paper], Shin Jin Kang, Young Bin Kim, Taejung Park, Chang-Hun Kim, Multimedia Tools and Applications, Oct 2013