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ORCIDPilsung Kang 0001
Person information
- affiliation: Korea University, School of Industrial Management Engineering, South Korea
- affiliation (PhD 2010): Seoul National University, Seoul, South Korea
Other persons with the same name
- Pilsung Kang 0002
![[0000-0001-8882-8686]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8882-8686")
— Sun Moon University, Asan, South Korea (and 2 more) - Pilsung Kang 0003 — Dankook University, Yongin, South Korea
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2020 – today
- 2024
[j58]Kyoungchan Park, Pilsung Kang:
Detection and Defense: Student-Teacher Network for Adversarial Robustness. IEEE Access 12: 82742-82752 (2024)- [j57]Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang:
Training-free retrieval-based log anomaly detection with pre-trained language model considering token-level information. Eng. Appl. Artif. Intell. 133: 108613 (2024) - [j56]Heejeong Choi, Pilsung Kang:
Multi-task self-supervised time-series representation learning. Inf. Sci. 671: 120654 (2024) - [j55]Hyeongwon Kang, Pilsung Kang:
Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism. Knowl. Based Syst. 290: 111507 (2024) - [j54]Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang, Misuk Kim:
DSTEA: Improving Dialogue State Tracking via Entity Adaptive pre-training. Knowl. Based Syst. 290: 111542 (2024) - [c12]Kiyoon Jeong, Woojun Lee, Woongchan Nam, Minjeong Ma, Pilsung Kang:
Technical Report of NICE Challenge at CVPR 2024: Caption Re-ranking Evaluation Using Ensembled CLIP and Consensus Scores. CVPR Workshops 2024: 7366-7372 - [i24]Yukyung Lee, Joonghoon Kim, Jaehee Kim, Hyowon Cho, Pilsung Kang:
CheckEval: Robust Evaluation Framework using Large Language Model via Checklist. CoRR abs/2403.18771 (2024) - [i23]Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang:
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models. CoRR abs/2404.13919 (2024) - [i22]Kiyoon Jeong, Woojun Lee, Woongchan Nam, Minjeong Ma, Pilsung Kang:
Technical Report of NICE Challenge at CVPR 2024: Caption Re-ranking Evaluation Using Ensembled CLIP and Consensus Scores. CoRR abs/2405.01028 (2024) - [i21]Jaehee Kim, Yukyung Lee, Pilsung Kang:
A Gradient Accumulation Method for Dense Retriever under Memory Constraint. CoRR abs/2406.12356 (2024) - [i20]Jaehyuk Heo, Pilsung Kang:
Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model. CoRR abs/2408.04917 (2024) - 2023
- [j53]Heejeong Choi, Subin Kim, Pilsung Kang:
Recurrent auto-encoder with multi-resolution ensemble and predictive coding for multivariate time-series anomaly detection. Appl. Intell. 53(21): 25330-25342 (2023) - [j52]Yukyung Lee, Jina Kim, Pilsung Kang:
LAnoBERT: System log anomaly detection based on BERT masked language model. Appl. Soft Comput. 146: 110689 (2023) - [j51]Euisuk Chung, Kyoungchan Park, Pilsung Kang:
Fault classification and timing prediction based on shipment inspection data and maintenance reports for semiconductor manufacturing equipment. Comput. Ind. Eng. 176: 108972 (2023) - [j50]Seungwan Seo, Yunseung Lee, Pilsung Kang:
Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training. Comput. Vis. Image Underst. 227: 103599 (2023) - [j49]Jaehyuk Heo, Seungwan Seo, Pilsung Kang:
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics. Comput. Vis. Image Underst. 235: 103800 (2023) - [j48]Jina Kim, Hyeongwon Kang, Pilsung Kang:
Time-series anomaly detection with stacked Transformer representations and 1D convolutional network. Eng. Appl. Artif. Intell. 120: 105964 (2023) - [j47]Subin Kim, Euisuk Chung, Pilsung Kang:
FEAT: A general framework for feature-aware multivariate time-series representation learning. Knowl. Based Syst. 277: 110790 (2023) - [c11]Yookyung Kho, Jaehee Kim, Pilsung Kang:
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification. EMNLP (Findings) 2023: 13786-13800 - [c10]Joonghoon Kim, Sangmin Lee, Seung Hun Han, Saeran Park, Jiyoon Lee, Kiyoon Jeong, Pilsung Kang:
Which is better? Exploring Prompting Strategy For LLM-based Metrics. Eval4NLP 2023: 164-183 - [c9]Yukyung Lee, Jaehee Kim, Doyoon Kim, Yookyung Kho, Younsun Kim, Pilsung Kang:
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews. WASSA@ACL 2023: 215-227 - [i19]Heejeong Choi, Pilsung Kang:
Multi-Task Self-Supervised Time-Series Representation Learning. CoRR abs/2303.01034 (2023) - [i18]Yukyung Lee, Jaehee Kim, Doyoon Kim, Yookyung Kho, Younsun Kim, Pilsung Kang:
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews. CoRR abs/2306.02043 (2023) - [i17]Joonghoon Kim, Saeran Park, Kiyoon Jeong, Sangmin Lee, Seung Hun Han, Jiyoon Lee, Pilsung Kang:
Which is better? Exploring Prompting Strategy For LLM-based Metrics. CoRR abs/2311.03754 (2023) - [i16]Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang:
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information. CoRR abs/2311.05160 (2023) - [i15]Yookyung Kho, Jaehee Kim, Pilsung Kang:
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification. CoRR abs/2312.04982 (2023) - 2022
- [j46]Myeongsup Kim, Pilsung Kang:
Text Embedding Augmentation Based on Retraining With Pseudo-Labeled Adversarial Embedding. IEEE Access 10: 8363-8376 (2022) - [j45]Yunseung Lee, Pilsung Kang:
AnoViT: Unsupervised Anomaly Detection and Localization With Vision Transformer-Based Encoder-Decoder. IEEE Access 10: 46717-46724 (2022) - [j44]Heejeong Choi, Donghwa Kim, Jounghee Kim, Jina Kim, Pilsung Kang:
Explainable anomaly detection framework for predictive maintenance in manufacturing systems. Appl. Soft Comput. 125: 109147 (2022) - [j43]Myeongjun Jang, Pilsung Kang:
Sentence transition matrix: An efficient approach that preserves sentence semantics. Comput. Speech Lang. 71: 101266 (2022) - [j42]Donghwa Kim, Pilsung Kang:
Cross-modal distillation with audio-text fusion for fine-grained emotion classification using BERT and Wav2vec 2.0. Neurocomputing 506: 168-183 (2022) - [c8]Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim:
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking. ACL (2) 2022: 297-309 - [c7]Seungwan Seo, Heejeong Choi, Pilsung Kang:
An Active Reference Reset Method Adapting Distribution Shift for Robust System Anomaly Detection. ICTC 2022: 515-518 - [c6]Jounghee Kim, Pilsung Kang:
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables. INTERSPEECH 2022: 4945-4949 - [i14]Heejeong Choi, Subin Kim, Pilsung Kang:
Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection. CoRR abs/2202.10001 (2022) - [i13]Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim:
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking. CoRR abs/2203.03123 (2022) - [i12]Yunseung Lee, Pilsung Kang:
AnoViT: Unsupervised Anomaly Detection and Localization with Vision Transformer-based Encoder-Decoder. CoRR abs/2203.10808 (2022) - [i11]Jaehyuk Heo, YongGi Jeong, Sunwoo Kim, Jaehee Kim, Pilsung Kang:
REVECA - Rich Encoder-decoder framework for Video Event CAptioner. CoRR abs/2206.09178 (2022) - [i10]Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang, Misuk Kim:
DSTEA: Dialogue State Tracking with Entity Adaptive Pre-training. CoRR abs/2207.03858 (2022) - 2021
- [j41]Myeongjun Jang, Pilsung Kang:
Learning-Free Unsupervised Extractive Summarization Model. IEEE Access 9: 14358-14368 (2021) - [j40]Heejeong Choi, Pilsung Kang:
Lifelong Language Learning With the Most Forgotten Knowledge. IEEE Access 9: 57941-57948 (2021) - [j39]CzangYeob Kim, Myeongjun Jang, Seungwan Seo, Kyeongchan Park, Pilsung Kang:
Intrusion Detection Based on Sequential Information Preserving Log Embedding Methods and Anomaly Detection Algorithms. IEEE Access 9: 58088-58101 (2021) - [i9]Junghoon Lee, Jounghee Kim, Pilsung Kang:
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification. CoRR abs/2107.10474 (2021) - [i8]Takyoung Kim, Yukyung Lee, Hoonsang Yoon, Pilsung Kang, Misuk Kim:
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances. CoRR abs/2108.12637 (2021) - [i7]Jounghee Kim, Pilsung Kang:
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables. CoRR abs/2110.05172 (2021) - [i6]Yukyung Lee, Jina Kim, Pilsung Kang:
LAnoBERT : System Log Anomaly Detection based on BERT Masked Language Model. CoRR abs/2111.09564 (2021) - 2020
- [j38]Seungwan Seo, CzangYeob Kim, Haedong Kim, Kyounghyun Mo, Pilsung Kang:
Comparative Study of Deep Learning-Based Sentiment Classification. IEEE Access 8: 6861-6875 (2020) - [j37]Seungwan Seo, Deokseong Seo, Myeongjun Jang, Jaeyun Jeong, Pilsung Kang:
Unusual customer response identification and visualization based on text mining and anomaly detection. Expert Syst. Appl. 144: 113111 (2020) - [j36]Myeongjun Jang, Seungwan Seo, Pilsung Kang:
Corrigendum to "Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning" [Information Sciences 490 (2019) 59-73]. Inf. Sci. 512: 277 (2020) - [j35]Myeongjun Jang, Pilsung Kang:
Paraphrase thought: Sentence embedding module imitating human language recognition. Inf. Sci. 541: 123-135 (2020) - [j34]Junhong Kim, Pilsung Kang:
Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features. Pattern Recognit. 108: 107556 (2020) - [c5]Youngbin Ro, Yukyung Lee, Pilsung Kang:
Multi2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT. EMNLP (Findings) 2020: 1107-1117 - [i5]Youngbin Ro, Yukyung Lee, Pilsung Kang:
Multi^2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT. CoRR abs/2009.08128 (2020)
2010 – 2019
- 2019
- [j33]Eunjeong L. Park, Sungzoon Cho, Pilsung Kang:
Supervised Paragraph Vector: Distributed Representations of Words, Documents and Class Labels. IEEE Access 7: 29051-29064 (2019) - [j32]Donghwa Kim, Pilsung Kang, Junhong Kim, Czang Yeob Kim, Jong-Ha Lee, Sangil Suh, Moon-Soo Lee:
Machine Learning Classification of First-Onset Drug-Naive MDD Using Structural MRI. IEEE Access 7: 153977-153985 (2019) - [j31]Donghwa Kim, Deokseong Seo, Suhyoun Cho, Pilsung Kang:
Multi-co-training for document classification using various document representations: TF-IDF, LDA, and Doc2Vec. Inf. Sci. 477: 15-29 (2019) - [j30]Myeongjun Jang, Seungwan Seo, Pilsung Kang:
Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning. Inf. Sci. 490: 59-73 (2019) - [i4]Myeongjun Jang, Pilsung Kang:
Sentence transition matrix: An efficient approach that preserves sentence semantics. CoRR abs/1901.05219 (2019) - 2018
- [j29]Junhong Kim, Haedong Kim, Pilsung Kang:
Keystroke dynamics-based user authentication using freely typed text based on user-adaptive feature extraction and novelty detection. Appl. Soft Comput. 62: 1077-1087 (2018) - [j28]Boseop Kim, Hakyeon Lee, Pilsung Kang:
Integrating cluster validity indices based on data envelopment analysis. Appl. Soft Comput. 64: 94-108 (2018) - [j27]Seokho Kang, Pilsung Kang:
Locally linear ensemble for regression. Inf. Sci. 432: 199-209 (2018) - [j26]Gichang Lee, Jaeyun Jeong, Seungwan Seo, CzangYeob Kim, Pilsung Kang:
Sentiment classification with word localization based on weakly supervised learning with a convolutional neural network. Knowl. Based Syst. 152: 70-82 (2018) - [i3]Myeongjun Jang, Seungwan Seo, Pilsung Kang:
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning. CoRR abs/1802.03238 (2018) - [i2]Myeongjun Jang, Pilsung Kang:
Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition. CoRR abs/1808.05505 (2018) - 2017
- [j25]Taegu Kim, Jungsik Hong, Pilsung Kang:
Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market. Comput. Intell. Neurosci. 2017: 4315419:1-4315419:16 (2017) - [j24]Daeseon Choi, Younho Lee, Seokhyun Kim, Pilsung Kang:
Private attribute inference from Facebook's public text metadata: a case study of Korean users. Ind. Manag. Data Syst. 117(8): 1687-1706 (2017) - [j23]Youngjoon Park, Hyung Seok Kim, Donghwa Kim, Hankyu Lee, Seoung Bum Kim, Pilsung Kang:
A deep learning-based sports player evaluation model based on game statistics and news articles. Knowl. Based Syst. 138: 15-26 (2017) - [i1]Gichang Lee, Jaeyun Jeong, Seungwan Seo, CzangYeob Kim, Pilsung Kang:
Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network. CoRR abs/1709.09885 (2017) - 2016
- [j22]Jongmyoung Kim, Pilsung Kang:
Late payment prediction models for fair allocation of customer contact lists to call center agents. Decis. Support Syst. 85: 84-101 (2016) - [j21]Pilsung Kang, Dongil Kim, Sungzoon Cho:
Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing. Expert Syst. Appl. 51: 85-106 (2016) - [j20]Minhoe Hur, Pilsung Kang, Sungzoon Cho:
Box-office forecasting based on sentiments of movie reviews and Independent subspace method. Inf. Sci. 372: 608-624 (2016) - 2015
- [j19]Seokho Kang, Sungzoon Cho, Pilsung Kang:
Multi-class classification via heterogeneous ensemble of one-class classifiers. Eng. Appl. Artif. Intell. 43: 35-43 (2015) - [j18]Seokho Kang, Pilsung Kang, Taehoon Ko, Sungzoon Cho, Su-jin Rhee, Kyung-Sang Yu:
An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction. Expert Syst. Appl. 42(9): 4265-4273 (2015) - [j17]Seokho Kang, Sungzoon Cho, Pilsung Kang:
Constructing a multi-class classifier using one-against-one approach with different binary classifiers. Neurocomputing 149: 677-682 (2015) - [j16]Pilsung Kang, Sungzoon Cho:
Keystroke dynamics-based user authentication using long and free text strings from various input devices. Inf. Sci. 308: 72-93 (2015) - [j15]Pilsung Kang:
The effects of different alphabets on free text keystroke authentication: A case study on the Korean-English users. J. Syst. Softw. 102: 1-11 (2015) - [j14]Dongil Kim, Pilsung Kang, Seung-kyung Lee, Seokho Kang, Seungyong Doh, Sungzoon Cho:
Improvement of virtual metrology performance by removing metrology noises in a training dataset. Pattern Anal. Appl. 18(1): 173-189 (2015) - 2014
- [j13]Gulanbaier Tuerhong, Seoung Bum Kim, Pilsung Kang, Sungzoon Cho:
Multivariate Control Charts Based on Hybrid Novelty Scores. Commun. Stat. Simul. Comput. 43(1): 115-131 (2014) - [j12]Pilsung Kang:
One-Class Naïve Bayesian Classifier for Toll Fraud Detection. IEICE Trans. Inf. Syst. 97-D(5): 1353-1357 (2014) - [j11]Seung-kyung Lee, Pilsung Kang, Sungzoon Cho:
Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing. Neurocomputing 131: 427-439 (2014) - [j10]Pilsung Kang, Dongil Kim, Sungzoon Cho:
Evaluating the reliability level of virtual metrology results for flexible process control: a novelty detection-based approach. Pattern Anal. Appl. 17(4): 863-881 (2014) - 2013
- [j9]Pilsung Kang:
Locally linear reconstruction based missing value imputation for supervised learning. Neurocomputing 118: 65-78 (2013) - 2012
- [j8]Dongil Kim, Pilsung Kang, Sungzoon Cho, Hyoungjoo Lee, Seungyong Doh:
Machine learning-based novelty detection for faulty wafer detection in semiconductor manufacturing. Expert Syst. Appl. 39(4): 4075-4083 (2012) - [j7]Pilsung Kang, Sungzoon Cho, Douglas L. MacLachlan:
Improved response modeling based on clustering, under-sampling, and ensemble. Expert Syst. Appl. 39(8): 6738-6753 (2012) - [j6]Pilsung Kang, Sungzoon Cho:
Support vector class description (SVCD): Classification in kernel space. Intell. Data Anal. 16(3): 351-364 (2012) - 2011
- [j5]Pilsung Kang, Dongil Kim, Hyoungjoo Lee, Seungyong Doh, Sungzoon Cho:
Virtual metrology for run-to-run control in semiconductor manufacturing. Expert Syst. Appl. 38(3): 2508-2522 (2011)
2000 – 2009
- 2009
- [j4]Pilsung Kang, Hyoungjoo Lee, Sungzoon Cho, Dongil Kim, Jinwoo Park, Chan-Kyoo Park, Seungyong Doh:
A virtual metrology system for semiconductor manufacturing. Expert Syst. Appl. 36(10): 12554-12561 (2009) - [j3]Pilsung Kang, Sungzoon Cho:
A hybrid novelty score and its use in keystroke dynamics-based user authentication. Pattern Recognit. 42(11): 3115-3127 (2009) - [c4]Pilsung Kang, Sungzoon Cho:
K-Means Clustering Seeds Initialization Based on Centrality, Sparsity, and Isotropy. IDEAL 2009: 109-117 - 2008
- [j2]Pilsung Kang, Sunghoon Park, Seongseob Hwang, Hyoungjoo Lee, Sungzoon Cho:
Improvement of keystroke data quality through artificial rhythms and cues. Comput. Secur. 27(1-2): 3-11 (2008) - [j1]Pilsung Kang, Sungzoon Cho:
Locally linear reconstruction for instance-based learning. Pattern Recognit. 41(11): 3507-3518 (2008) - 2007
- [c3]Pilsung Kang, Seongseob Hwang, Sungzoon Cho:
Continual Retraining of Keystroke Dynamics Based Authenticator. ICB 2007: 1203-1211 - 2006
- [c2]Pilsung Kang, Sungzoon Cho:
EUS SVMs: Ensemble of Under-Sampled SVMs for Data Imbalance Problems. ICONIP (1) 2006: 837-846 - [c1]Pilsung Kang, Sunghoon Park, Sungzoon Cho, Seongseob Hwang, Hyoungjoo Lee:
The Effectiveness of Artificial Rhythms and Cues in Keystroke Dynamics Based User Authentication. WISI 2006: 161-162
Coauthor Index
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