Pilsung Kang
Orcid: 0000-0001-7663-3937Affiliations:
- Korea University, School of Industrial Management Engineering, South Korea
- Seoul National University, Seoul, South Korea (PhD 2010)
According to our database1,
Pilsung Kang
authored at least 81 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Knowl. Based Syst., 2024
Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism.
Knowl. Based Syst., 2024
Training-free retrieval-based log anomaly detection with pre-trained language model considering token-level information.
Eng. Appl. Artif. Intell., 2024
Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model.
CoRR, 2024
CoRR, 2024
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models.
CoRR, 2024
CoRR, 2024
IEEE Access, 2024
Technical Report of NICE Challenge at CVPR 2024: Caption Re-ranking Evaluation Using Ensembled CLIP and Consensus Scores.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Recurrent auto-encoder with multi-resolution ensemble and predictive coding for multivariate time-series anomaly detection.
Appl. Intell., November, 2023
FEAT: A general framework for feature-aware multivariate time-series representation learning.
Knowl. Based Syst., October, 2023
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics.
Comput. Vis. Image Underst., October, 2023
Appl. Soft Comput., October, 2023
Time-series anomaly detection with stacked Transformer representations and 1D convolutional network.
Eng. Appl. Artif. Intell., April, 2023
Fault classification and timing prediction based on shipment inspection data and maintenance reports for semiconductor manufacturing equipment.
Comput. Ind. Eng., February, 2023
Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training.
Comput. Vis. Image Underst., January, 2023
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information.
CoRR, 2023
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews.
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023
Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
2022
Cross-modal distillation with audio-text fusion for fine-grained emotion classification using BERT and Wav2vec 2.0.
Neurocomputing, 2022
Comput. Speech Lang., 2022
Explainable anomaly detection framework for predictive maintenance in manufacturing systems.
Appl. Soft Comput., 2022
AnoViT: Unsupervised Anomaly Detection and Localization With Vision Transformer-Based Encoder-Decoder.
IEEE Access, 2022
Text Embedding Augmentation Based on Retraining With Pseudo-Labeled Adversarial Embedding.
IEEE Access, 2022
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
An Active Reference Reset Method Adapting Distribution Shift for Robust System Anomaly Detection.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022
2021
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances.
CoRR, 2021
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification.
CoRR, 2021
Intrusion Detection Based on Sequential Information Preserving Log Embedding Methods and Anomaly Detection Algorithms.
IEEE Access, 2021
2020
Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features.
Pattern Recognit., 2020
Corrigendum to "Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning" [Information Sciences 490 (2019) 59-73].
Inf. Sci., 2020
Inf. Sci., 2020
Unusual customer response identification and visualization based on text mining and anomaly detection.
Expert Syst. Appl., 2020
Multi^2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT.
CoRR, 2020
Multi<sup>2</sup>OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
2019
Multi-co-training for document classification using various document representations: TF-IDF, LDA, and Doc2Vec.
Inf. Sci., 2019
Recurrent neural network-based semantic variational autoencoder for Sequence-to-sequence learning.
Inf. Sci., 2019
Supervised Paragraph Vector: Distributed Representations of Words, Documents and Class Labels.
IEEE Access, 2019
IEEE Access, 2019
2018
Sentiment classification with word localization based on weakly supervised learning with a convolutional neural network.
Knowl. Based Syst., 2018
Appl. Soft Comput., 2018
Keystroke dynamics-based user authentication using freely typed text based on user-adaptive feature extraction and novelty detection.
Appl. Soft Comput., 2018
2017
A deep learning-based sports player evaluation model based on game statistics and news articles.
Knowl. Based Syst., 2017
Private attribute inference from Facebook's public text metadata: a case study of Korean users.
Ind. Manag. Data Syst., 2017
Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network.
CoRR, 2017
Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market.
Comput. Intell. Neurosci., 2017
2016
Box-office forecasting based on sentiments of movie reviews and Independent subspace method.
Inf. Sci., 2016
Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing.
Expert Syst. Appl., 2016
Late payment prediction models for fair allocation of customer contact lists to call center agents.
Decis. Support Syst., 2016
2015
Improvement of virtual metrology performance by removing metrology noises in a training dataset.
Pattern Anal. Appl., 2015
The effects of different alphabets on free text keystroke authentication: A case study on the Korean-English users.
J. Syst. Softw., 2015
Keystroke dynamics-based user authentication using long and free text strings from various input devices.
Inf. Sci., 2015
Constructing a multi-class classifier using one-against-one approach with different binary classifiers.
Neurocomputing, 2015
An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction.
Expert Syst. Appl., 2015
Eng. Appl. Artif. Intell., 2015
2014
Evaluating the reliability level of virtual metrology results for flexible process control: a novelty detection-based approach.
Pattern Anal. Appl., 2014
Probabilistic local reconstruction for k-NN regression and its application to virtual metrology in semiconductor manufacturing.
Neurocomputing, 2014
IEICE Trans. Inf. Syst., 2014
Commun. Stat. Simul. Comput., 2014
2013
Locally linear reconstruction based missing value imputation for supervised learning.
Neurocomputing, 2013
2012
Intell. Data Anal., 2012
Machine learning-based novelty detection for faulty wafer detection in semiconductor manufacturing.
Expert Syst. Appl., 2012
Expert Syst. Appl., 2012
2011
Expert Syst. Appl., 2011
2009
Pattern Recognit., 2009
<i>K</i>-Means Clustering Seeds Initialization Based on Centrality, Sparsity, and Isotropy.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
2008
Comput. Secur., 2008
2007
Proceedings of the Advances in Biometrics, International Conference, 2007
2006
The Effectiveness of Artificial Rhythms and Cues in Keystroke Dynamics Based User Authentication.
Proceedings of the Intelligence and Security Informatics, International Workshop, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006