Pilsung Kang - RankMe

114 papers A* 3A 1Journal 99Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs. CoRR Jaehee Kim, Pilsung Kang
2026	J	`jnl`	CEREAL: personality-driven LLM-based conversational recommendation dataset with contextually-enriched and realistic user interactions. Multim. Tools Appl. Jiyoon Lee, Joonghoon Kim, Pilsung Kang
2026	J	`jnl`	COMET: Codebook-based Online-adaptive Multi-scale Embedding for Time-series Anomaly Detection. CoRR Jinwoo Park, Hyeongwon Kang, Seung Hun Han, Pilsung Kang
2026	J	`jnl`	Domain adaptation of attention heads for zero-shot anomaly detection. Comput. Vis. Image Underst. Kiyoon Jeong, Jaehyuk Heo, Junyeong Son, Pilsung Kang
2026	J	`jnl`	Forecasting Anomaly Precursors via Uncertainty-Aware Time-Series Ensembles. CoRR Hyeongwon Kang, Jinwoo Park, Seunghun Han, Pilsung Kang
2026	J	`jnl`	Memory bank-guided diffusion model for lightweight anomaly detection. Appl. Soft Comput. Woojun Lee, Pilsung Kang
2026	J	`jnl`	Multi-class image anomaly detection for practical applications: Requirements and robust solutions. Neurocomputing Jaehyuk Heo, Pilsung Kang
2026	J	`jnl`	Patch-level proxy metric learning with coresets for precise anomaly localization. Eng. Appl. Artif. Intell. Hun Im, Pilsung Kang
2026	J	`jnl`	UFORank: Unified Framework of Unsupervised Keyphrase Extraction for Long Documents. IEEE Access Doyoon Kim, Pilsung Kang
2026	J	`jnl`	naPINN: Noise-Adaptive Physics-Informed Neural Networks for Recovering Physics from Corrupted Measurement. CoRR Hankyeol Kim, Pilsung Kang
2025	A*	`conf`	COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection. EMNLP Jaewon Cheon, Pilsung Kang
2025	J	`jnl`	COUNTDOWN: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection. CoRR Jaewon Cheon, Pilsung Kang
2025	A*	`conf`	CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists. EMNLP Yukyung Lee, Joonghoon Kim, Jaehee Kim, Hyowon Cho, Jaewook Kang, Pilsung Kang, Najoung Kim
2025	J	`jnl`	Domain Adaptation of Attention Heads for Zero-shot Anomaly Detection. CoRR Kiyoon Jeong, Jaehyuk Heo, Junyeong Son, Pilsung Kang
2025	J	`jnl`	Granularity Fusion Transformer: Learning multi-granularity patterns for time-series forecasting. Knowl. Based Syst. Jinwoo Park, Hyeongwon Kang, Seunghun Han, Pilsung Kang
2025	J	`jnl`	Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions. CoRR Jaehyuk Heo, Pilsung Kang
2025	—	`conf`	Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models. NAACL (Industry Track) Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang
2025	J	`jnl`	Normalizing flow-based latent space mapping for implicit pattern authentication on mobile devices. Appl. Soft Comput. Jaehyuk Heo, Jeongseob Kim, Euisuk Chung, Subin Kim, Pilsung Kang, Donghwa Shin, Jinho Shin, Daehee Han
2025	J	`jnl`	QFFN-BERT: An Empirical Study of Depth, Performance, and Data Efficiency in Hybrid Quantum-Classical Transformers. CoRR Pilsung Kang
2025	J	`jnl`	RobustMixGen: Data augmentation for enhancing robustness of visual-language models in the presence of distribution shift. Neurocomputing Sunwoo Kim, Hun Im, Woojun Lee, Seonggye Lee, Pilsung Kang
2024	A*	`conf`	A Gradient Accumulation Method for Dense Retriever under Memory Constraint. NeurIPS Jaehee Kim, Yukyung Lee, Pilsung Kang
2024	J	`jnl`	A Gradient Accumulation Method for Dense Retriever under Memory Constraint. CoRR Jaehee Kim, Yukyung Lee, Pilsung Kang
2024	J	`jnl`	Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model. CoRR Jaehyuk Heo, Pilsung Kang
2024	J	`jnl`	CheckEval: Robust Evaluation Framework using Large Language Model via Checklist. CoRR Yukyung Lee, Joonghoon Kim, Jaehee Kim, Hyowon Cho, Pilsung Kang
2024	J	`jnl`	DSTEA: Improving Dialogue State Tracking via Entity Adaptive pre-training. Knowl. Based Syst. Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang, Misuk Kim
2024	J	`jnl`	Detection and Defense: Student-Teacher Network for Adversarial Robustness. IEEE Access Kyoungchan Park, Pilsung Kang
2024	J	`jnl`	Multi-task self-supervised time-series representation learning. Inf. Sci. Heejeong Choi, Pilsung Kang
2024	J	`jnl`	Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models. CoRR Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang
2024	—	`conf`	Technical Report of NICE Challenge at CVPR 2024: Caption Re-ranking Evaluation Using Ensembled CLIP and Consensus Scores. CVPR Workshops Kiyoon Jeong, Woojun Lee, Woongchan Nam, Minjeong Ma, Pilsung Kang
2024	J	`jnl`	Technical Report of NICE Challenge at CVPR 2024: Caption Re-ranking Evaluation Using Ensembled CLIP and Consensus Scores. CoRR Kiyoon Jeong, Woojun Lee, Woongchan Nam, Minjeong Ma, Pilsung Kang
2024	J	`jnl`	Training-free retrieval-based log anomaly detection with pre-trained language model considering token-level information. Eng. Appl. Artif. Intell. Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang
2024	J	`jnl`	Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism. Knowl. Based Syst. Hyeongwon Kang, Pilsung Kang
2023	—	`conf`	Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification. EMNLP (Findings) Yookyung Kho, Jaehee Kim, Pilsung Kang
2023	J	`jnl`	Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification. CoRR Yookyung Kho, Jaehee Kim, Pilsung Kang
2023	J	`jnl`	Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training. Comput. Vis. Image Underst. Seungwan Seo, Yunseung Lee, Pilsung Kang
2023	J	`jnl`	Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics. Comput. Vis. Image Underst. Jaehyuk Heo, Seungwan Seo, Pilsung Kang
2023	J	`jnl`	FEAT: A general framework for feature-aware multivariate time-series representation learning. Knowl. Based Syst. Subin Kim, Euisuk Chung, Pilsung Kang
2023	J	`jnl`	Fault classification and timing prediction based on shipment inspection data and maintenance reports for semiconductor manufacturing equipment. Comput. Ind. Eng. Euisuk Chung, Kyoungchan Park, Pilsung Kang
2023	J	`jnl`	LAnoBERT: System log anomaly detection based on BERT masked language model. Appl. Soft Comput. Yukyung Lee, Jina Kim, Pilsung Kang
2023	J	`jnl`	Multi-Task Self-Supervised Time-Series Representation Learning. CoRR Heejeong Choi, Pilsung Kang
2023	—	`conf`	Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews. WASSA@ACL Yukyung Lee, Jaehee Kim, Doyoon Kim, Yookyung Kho, Younsun Kim, Pilsung Kang
2023	J	`jnl`	Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews. CoRR Yukyung Lee, Jaehee Kim, Doyoon Kim, Yookyung Kho, Younsun Kim, Pilsung Kang
2023	J	`jnl`	RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information. CoRR Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang
2023	J	`jnl`	Recurrent auto-encoder with multi-resolution ensemble and predictive coding for multivariate time-series anomaly detection. Appl. Intell. Heejeong Choi, Subin Kim, Pilsung Kang
2023	J	`jnl`	Time-series anomaly detection with stacked Transformer representations and 1D convolutional network. Eng. Appl. Artif. Intell. Jina Kim, Hyeongwon Kang, Pilsung Kang
2023	—	`conf`	Which is better? Exploring Prompting Strategy For LLM-based Metrics. Eval4NLP Joonghoon Kim, Sangmin Lee, Seung Hun Han, Saeran Park, Jiyoon Lee, Kiyoon Jeong, Pilsung Kang
2023	J	`jnl`	Which is better? Exploring Prompting Strategy For LLM-based Metrics. CoRR Joonghoon Kim, Saeran Park, Kiyoon Jeong, Sangmin Lee, Seung Hun Han, Jiyoon Lee, Pilsung Kang
2022	—	`conf`	An Active Reference Reset Method Adapting Distribution Shift for Robust System Anomaly Detection. ICTC Seungwan Seo, Heejeong Choi, Pilsung Kang
2022	J	`jnl`	AnoViT: Unsupervised Anomaly Detection and Localization With Vision Transformer-Based Encoder-Decoder. IEEE Access Yunseung Lee, Pilsung Kang
2022	J	`jnl`	AnoViT: Unsupervised Anomaly Detection and Localization with Vision Transformer-based Encoder-Decoder. CoRR Yunseung Lee, Pilsung Kang
2022	J	`jnl`	Cross-modal distillation with audio-text fusion for fine-grained emotion classification using BERT and Wav2vec 2.0. Neurocomputing Donghwa Kim, Pilsung Kang
2022	J	`jnl`	DSTEA: Dialogue State Tracking with Entity Adaptive Pre-training. CoRR Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang, Misuk Kim
2022	J	`jnl`	Explainable anomaly detection framework for predictive maintenance in manufacturing systems. Appl. Soft Comput. Heejeong Choi, Donghwa Kim, Jounghee Kim, Jina Kim, Pilsung Kang
2022	A	`conf`	K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables. INTERSPEECH Jounghee Kim, Pilsung Kang
2022	—	`conf`	Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking. ACL (2) Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim
2022	J	`jnl`	Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking. CoRR Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim
2022	J	`jnl`	REVECA - Rich Encoder-decoder framework for Video Event CAptioner. CoRR Jaehyuk Heo, YongGi Jeong, Sunwoo Kim, Jaehee Kim, Pilsung Kang
2022	J	`jnl`	Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection. CoRR Heejeong Choi, Subin Kim, Pilsung Kang
2022	J	`jnl`	Sentence transition matrix: An efficient approach that preserves sentence semantics. Comput. Speech Lang. Myeongjun Jang, Pilsung Kang
2022	J	`jnl`	Text Embedding Augmentation Based on Retraining With Pseudo-Labeled Adversarial Embedding. IEEE Access Myeongsup Kim, Pilsung Kang
2021	J	`jnl`	Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification. CoRR Junghoon Lee, Jounghee Kim, Pilsung Kang
2021	J	`jnl`	Intrusion Detection Based on Sequential Information Preserving Log Embedding Methods and Anomaly Detection Algorithms. IEEE Access CzangYeob Kim, Myeongjun Jang, Seungwan Seo, Kyeongchan Park, Pilsung Kang
2021	J	`jnl`	K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables. CoRR Jounghee Kim, Pilsung Kang
2021	J	`jnl`	LAnoBERT : System Log Anomaly Detection based on BERT Masked Language Model. CoRR Yukyung Lee, Jina Kim, Pilsung Kang
2021	J	`jnl`	Learning-Free Unsupervised Extractive Summarization Model. IEEE Access Myeongjun Jang, Pilsung Kang
2021	J	`jnl`	Lifelong Language Learning With the Most Forgotten Knowledge. IEEE Access Heejeong Choi, Pilsung Kang
2021	J	`jnl`	Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances. CoRR Takyoung Kim, Yukyung Lee, Hoonsang Yoon, Pilsung Kang, Misuk Kim
2020	J	`jnl`	Comparative Study of Deep Learning-Based Sentiment Classification. IEEE Access Seungwan Seo, CzangYeob Kim, Haedong Kim, Kyounghyun Mo, Pilsung Kang
2020	J	`jnl`	Corrigendum to "Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning" [Information Sciences 490 (2019) 59-73]. Inf. Sci. Myeongjun Jang, Seungwan Seo, Pilsung Kang
2020	J	`jnl`	Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features. Pattern Recognit. Junhong Kim, Pilsung Kang
2020	—	`conf`	Multi EMNLP (Findings) Youngbin Ro, Yukyung Lee, Pilsung Kang
2020	J	`jnl`	Multi^2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT. CoRR Youngbin Ro, Yukyung Lee, Pilsung Kang
2020	J	`jnl`	Paraphrase thought: Sentence embedding module imitating human language recognition. Inf. Sci. Myeongjun Jang, Pilsung Kang
2020	J	`jnl`	Unusual customer response identification and visualization based on text mining and anomaly detection. Expert Syst. Appl. Seungwan Seo, Deokseong Seo, Myeongjun Jang, Jaeyun Jeong, Pilsung Kang
2019	J	`jnl`	Machine Learning Classification of First-Onset Drug-Naive MDD Using Structural MRI. IEEE Access Donghwa Kim, Pilsung Kang, Junhong Kim, Czang Yeob Kim, Jong-Ha Lee, Sangil Suh, Moon-Soo Lee
2019	J	`jnl`	Multi-co-training for document classification using various document representations: TF-IDF, LDA, and Doc2Vec. Inf. Sci. Donghwa Kim, Deokseong Seo, Suhyoun Cho, Pilsung Kang
2019	J	`jnl`	Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning. Inf. Sci. Myeongjun Jang, Seungwan Seo, Pilsung Kang
2019	J	`jnl`	Sentence transition matrix: An efficient approach that preserves sentence semantics. CoRR Myeongjun Jang, Pilsung Kang
2019	J	`jnl`	Supervised Paragraph Vector: Distributed Representations of Words, Documents and Class Labels. IEEE Access Eunjeong L. Park, Sungzoon Cho, Pilsung Kang
2018	J	`jnl`	Integrating cluster validity indices based on data envelopment analysis. Appl. Soft Comput. Boseop Kim, Hakyeon Lee, Pilsung Kang
2018	J	`jnl`	Keystroke dynamics-based user authentication using freely typed text based on user-adaptive feature extraction and novelty detection. Appl. Soft Comput. Junhong Kim, Haedong Kim, Pilsung Kang
2018	J	`jnl`	Locally linear ensemble for regression. Inf. Sci. Seokho Kang, Pilsung Kang
2018	J	`jnl`	Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition. CoRR Myeongjun Jang, Pilsung Kang
2018	J	`jnl`	Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning. CoRR Myeongjun Jang, Seungwan Seo, Pilsung Kang
2018	J	`jnl`	Sentiment classification with word localization based on weakly supervised learning with a convolutional neural network. Knowl. Based Syst. Gichang Lee, Jaeyun Jeong, Seungwan Seo, CzangYeob Kim, Pilsung Kang
2017	J	`jnl`	A deep learning-based sports player evaluation model based on game statistics and news articles. Knowl. Based Syst. Youngjoon Park, Hyung Seok Kim, Donghwa Kim, Hankyu Lee, Seoung Bum Kim, Pilsung Kang
2017	J	`jnl`	Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market. Comput. Intell. Neurosci. Taegu Kim, Jungsik Hong, Pilsung Kang
2017	J	`jnl`	Private attribute inference from Facebook's public text metadata: a case study of Korean users. Ind. Manag. Data Syst. Daeseon Choi, Younho Lee, Seokhyun Kim, Pilsung Kang
2017	J	`jnl`	Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network. CoRR Gichang Lee, Jaeyun Jeong, Seungwan Seo, CzangYeob Kim, Pilsung Kang
2016	J	`jnl`	Box-office forecasting based on sentiments of movie reviews and Independent subspace method. Inf. Sci. Minhoe Hur, Pilsung Kang, Sungzoon Cho
2016	J	`jnl`	Late payment prediction models for fair allocation of customer contact lists to call center agents. Decis. Support Syst. Jongmyoung Kim, Pilsung Kang
2016	J	`jnl`	Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing. Expert Syst. Appl. Pilsung Kang, Dongil Kim, Sungzoon Cho
2015	J	`jnl`	An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction. Expert Syst. Appl. Seokho Kang, Pilsung Kang, Taehoon Ko, Sungzoon Cho, Su-jin Rhee, Kyung-Sang Yu
2015	J	`jnl`	Constructing a multi-class classifier using one-against-one approach with different binary classifiers. Neurocomputing Seokho Kang, Sungzoon Cho, Pilsung Kang
2015	J	`jnl`	Improvement of virtual metrology performance by removing metrology noises in a training dataset. Pattern Anal. Appl. Dongil Kim, Pilsung Kang, Seung-kyung Lee, Seokho Kang, Seungyong Doh, Sungzoon Cho
2015	J	`jnl`	Keystroke dynamics-based user authentication using long and free text strings from various input devices. Inf. Sci. Pilsung Kang, Sungzoon Cho
2015	J	`jnl`	Multi-class classification via heterogeneous ensemble of one-class classifiers. Eng. Appl. Artif. Intell. Seokho Kang, Sungzoon Cho, Pilsung Kang
2015	J	`jnl`	The effects of different alphabets on free text keystroke authentication: A case study on the Korean-English users. J. Syst. Softw. Pilsung Kang
2014	J	`jnl`	Evaluating the reliability level of virtual metrology results for flexible process control: a novelty detection-based approach. Pattern Anal. Appl. Pilsung Kang, Dongil Kim, Sungzoon Cho
2014	J	`jnl`	Multivariate Control Charts Based on Hybrid Novelty Scores. Commun. Stat. Simul. Comput. Gulanbaier Tuerhong, Seoung Bum Kim, Pilsung Kang, Sungzoon Cho
2014	J	`jnl`	One-Class Naïve Bayesian Classifier for Toll Fraud Detection. IEICE Trans. Inf. Syst. Pilsung Kang
2014	J	`jnl`	Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing. Neurocomputing Seung-kyung Lee, Pilsung Kang, Sungzoon Cho
2013	J	`jnl`	Locally linear reconstruction based missing value imputation for supervised learning. Neurocomputing Pilsung Kang
2012	J	`jnl`	Improved response modeling based on clustering, under-sampling, and ensemble. Expert Syst. Appl. Pilsung Kang, Sungzoon Cho, Douglas L. MacLachlan
2012	J	`jnl`	Machine learning-based novelty detection for faulty wafer detection in semiconductor manufacturing. Expert Syst. Appl. Dongil Kim, Pilsung Kang, Sungzoon Cho, Hyoungjoo Lee, Seungyong Doh
2012	J	`jnl`	Support vector class description (SVCD): Classification in kernel space. Intell. Data Anal. Pilsung Kang, Sungzoon Cho
2011	J	`jnl`	Virtual metrology for run-to-run control in semiconductor manufacturing. Expert Syst. Appl. Pilsung Kang, Dongil Kim, Hyoungjoo Lee, Seungyong Doh, Sungzoon Cho
2009	J	`jnl`	A hybrid novelty score and its use in keystroke dynamics-based user authentication. Pattern Recognit. Pilsung Kang, Sungzoon Cho
2009	J	`jnl`	A virtual metrology system for semiconductor manufacturing. Expert Syst. Appl. Pilsung Kang, Hyoungjoo Lee, Sungzoon Cho, Dongil Kim, Jinwoo Park, Chan-Kyoo Park, Seungyong Doh
2008	J	`jnl`	Improvement of keystroke data quality through artificial rhythms and cues. Comput. Secur. Pilsung Kang, Sunghoon Park, Seongseob Hwang, Hyoungjoo Lee, Sungzoon Cho
2008	J	`jnl`	Locally linear reconstruction for instance-based learning. Pattern Recognit. Pilsung Kang, Sungzoon Cho
2007	—	`conf`	Continual Retraining of Keystroke Dynamics Based Authenticator. ICB Pilsung Kang, Seongseob Hwang, Sungzoon Cho
2006	—	`conf`	EUS SVMs: Ensemble of Under-Sampled SVMs for Data Imbalance Problems. ICONIP (1) Pilsung Kang, Sungzoon Cho
2006	—	`conf`	The Effectiveness of Artificial Rhythms and Cues in Keystroke Dynamics Based User Authentication. WISI Pilsung Kang, Sunghoon Park, Sungzoon Cho, Seongseob Hwang, Hyoungjoo Lee