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P

Pilsung Kang

seoul national university

35H-index
196Paper Count
4.5KCitation Count
Published Papers 59
Publication Date
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Domain adaptation of attention heads for zero-shot anomaly detection
errComputer Vision and Image Understanding
IF3.5
err2026-04-04
err0
PREAI
errKiyoon Jeong; Jaehyuk Heo; Junyeong Son; Pilsung Kang
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errSave
CEREAL: personality-driven LLM-based conversational recommendation dataset with contextually-enriched and realistic user interactions
errMultimedia Tools and Applications
IF3
err2026-01-29
err0
PREAI
errJiyoon Lee; Joonghoon Kim; Pilsung Kang
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errSave
Multi-class image anomaly detection for practical applications: Requirements and robust solutions
errNeurocomputing
IF6.5
err2026-01-10
err0
PREAI
errJaehyuk Heo; Pilsung Kang
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errSave
GETUSP: Goal-oriented topic modeling framework for unique selling point discovery
errJournal of Retailing and Consumer Services
IF13.1
err2025-12-10
err0
PREAI
errSaeran Park; Sangmin Lee; Jiyoon Lee; Minjeong Ma; Joonghoon Kim; Younsun Kim; Pilsung Kang
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errSave
Patch-level proxy metric learning with coresets for precise anomaly localization
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-18
err0
PREAI
errHun Im; Pilsung Kang
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errSave
Memory bank-guided diffusion model for lightweight anomaly detection
errApplied Soft Computing
IF6.6
err2025-11-15
err0
PREAI
errWoojun Lee; Pilsung Kang
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errSave
Granularity Fusion Transformer: Learning multi-granularity patterns for time-series forecasting
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-06-01
err0
PREAI
errPark, Jinwoo; Kang, Hyeongwon; Han, Seunghun; Kang, Pilsung
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errSave
RobustMixGen: Data augmentation for enhancing robustness of visual-language models in the presence of distribution shift
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
PREAI
errKim, Sunwoo; Im, Hun; Lee, Woojun; Lee, Seonggye; Kang, Pilsung
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errSave
Normalizing flow-based latent space mapping for implicit pattern authentication on mobile devices
errAPPLIED SOFT COMPUTING
IF6.6
err2025-01-01
err0
PREAI
errHeo, Jaehyuk; Kim, Jeongseob; Chung, Euisuk; Kim, Subin; Kang, Pilsung; Shin, Donghwa; Shin, Jinho; Han, Daehee
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errSave
DSTEA: Improving Dialogue State Tracking via Entity Adaptive pre-training
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-04-01
err2
errOAAI
errLee, Yukyung; Kim, Takyoung; Yoon, Hoonsang; Kang, Pilsung; Bang, Junseong; Kim, Misuk
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errSave
Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-04-01
err12
PREAI
errKang, Hyeongwon; Kang, Pilsung
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errSave
Detection and Defense: Student-Teacher Network for Adversarial Robustness
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errPark, Kyoungchan; Kang, Pilsung
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errSave
FEAT: A general framework for feature-aware multivariate time-series representation learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-10-01
err7
PREAI
errKim, Subin; Chung, Euisuk; Kang, Pilsung
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errSave
LAnoBERT: System log anomaly detection based on BERT masked language model
errAPPLIED SOFT COMPUTING
IF6.6
err2023-10-01
err20
errOAAI
errLee, Yukyung; Kim, Jina; Kang, Pilsung
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errSave
Recurrent auto-encoder with multi-resolution ensemble and predictive coding for multivariate time-series anomaly detection
errAPPLIED INTELLIGENCE
IF3.5
err2023-08-08
err3
PREAI
errChoi, Heejeong; Kim, Subin; Kang, Pilsung
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errSave
Fault classification and timing prediction based on shipment inspection data and maintenance reports for semiconductor manufacturing equipment
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2023-02-01
err6
PREAI
errChung, Euisuk; Park, Kyoungchan; Kang, Pilsung
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errSave
Cross-modal distillation with audio-text fusion for fine-grained emotion classification using BERT and Wav2vec 2.0
errNEUROCOMPUTING
IF6.5
err2022-09-01
err15
PREAI
errKim, Donghwa; Kang, Pilsung
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errSave
Explainable anomaly detection framework for predictive maintenance in manufacturing systems
errAPPLIED SOFT COMPUTING
IF6.6
err2022-08-01
err22
PREAI
errChoi, Heejeong; Kim, Donghwa; Kim, Jounghee; Kim, Jina; Kang, Pilsung
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errSave
Sentence transition matrix: An efficient approach that preserves sentence semantics
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2022-01-01
err1
errOAAI
errJang, Myeongjun; Kang, Pilsung
errShare
errSave
Text Embedding Augmentation Based on Retraining With Pseudo-Labeled Adversarial Embedding
errIEEE ACCESS
IF3.6
err2022-01-01
err3
errOAAI
errKim, Myeongsup; Kang, Pilsung
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Juneyoung Lee
H-index: 75 · Papers: 1.0K
W
Woong‐Yang Park
H-index: 71 · Papers: 896
W
Wonshik Choi
H-index: 47 · Papers: 280
S
Seung Il Kim
H-index: 42 · Papers: 311
K
Kyung‐Sang Yu
H-index: 39 · Papers: 439
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